In [ ]:
fig = plt.figure(figsize=(12, 12))
plt.hist(topics_for_2020_2, bins=100, alpha=0.5, label="2020.2")
plt.hist(topics_for_2020_3, bins=100, alpha=0.5, label="2020.3")
plt.xlabel("Topic id")
plt.ylabel("Density")
plt.legend()
plt.show()
import numpy as np
from gensim.models.coherencemodel import CoherenceModel
from tqdm.auto import tqdm
import matplotlib.pyplot as plt
import pyLDAvis.gensim_models
import seaborn as sns
from dataset import Dataset
from model import Lda
sns.set()
pyLDAvis.enable_notebook()
SEED = 42
dataset = Dataset("data/pycharm_issues.json", ('2020.2', '2020.3', '2021.1', '2021.2', '2021.3'))
def test_coherence(corpus, topic_range, dictionary):
out = []
for num_of_topics in tqdm(topic_range):
model = Lda(corpus, dictionary, num_of_topics, seed=SEED)
out.append(CoherenceModel(model.model, corpus=corpus, coherence="u_mass", dictionary=dictionary).get_coherence())
return out
def test_model(corpus, dictionary, topics_range):
coherences = test_coherence(corpus, topics_range, dictionary)
plt.plot(topics_range, coherences)
plt.xlabel("number of topics")
plt.ylabel("Coherence")
plt.show()
# test_model(dataset.corpuses["summary"], dataset.dictionaries["summary"], range(2, 500, 10))
по данной метрике стоит выбрать около 100 топиков. Возьмем такое количество и посмотрим, что выйдет.
summary_model = Lda(dataset.corpuses["summary"], dataset.dictionaries["summary"], 100)
vis = summary_model.get_vis()
/home/breengles/.pyenv/versions/3.8.11/envs/ml/lib/python3.8/site-packages/pyLDAvis/_prepare.py:246: FutureWarning: In a future version of pandas all arguments of DataFrame.drop except for the argument 'labels' will be keyword-only default_term_info = default_term_info.sort_values( /home/breengles/.pyenv/versions/3.8.11/envs/ml/lib/python3.8/site-packages/past/builtins/misc.py:45: DeprecationWarning: the imp module is deprecated in favour of importlib; see the module's documentation for alternative uses from imp import reload /home/breengles/.pyenv/versions/3.8.11/envs/ml/lib/python3.8/site-packages/past/builtins/misc.py:45: DeprecationWarning: the imp module is deprecated in favour of importlib; see the module's documentation for alternative uses from imp import reload /home/breengles/.pyenv/versions/3.8.11/envs/ml/lib/python3.8/site-packages/past/builtins/misc.py:45: DeprecationWarning: the imp module is deprecated in favour of importlib; see the module's documentation for alternative uses from imp import reload /home/breengles/.pyenv/versions/3.8.11/envs/ml/lib/python3.8/site-packages/past/builtins/misc.py:45: DeprecationWarning: the imp module is deprecated in favour of importlib; see the module's documentation for alternative uses from imp import reload /home/breengles/.pyenv/versions/3.8.11/envs/ml/lib/python3.8/site-packages/past/builtins/misc.py:45: DeprecationWarning: the imp module is deprecated in favour of importlib; see the module's documentation for alternative uses from imp import reload /home/breengles/.pyenv/versions/3.8.11/envs/ml/lib/python3.8/site-packages/past/builtins/misc.py:45: DeprecationWarning: the imp module is deprecated in favour of importlib; see the module's documentation for alternative uses from imp import reload /home/breengles/.pyenv/versions/3.8.11/envs/ml/lib/python3.8/site-packages/past/builtins/misc.py:45: DeprecationWarning: the imp module is deprecated in favour of importlib; see the module's documentation for alternative uses from imp import reload /home/breengles/.pyenv/versions/3.8.11/envs/ml/lib/python3.8/site-packages/past/builtins/misc.py:45: DeprecationWarning: the imp module is deprecated in favour of importlib; see the module's documentation for alternative uses from imp import reload
vis
В основном, у людей проблемы с импортами и дебагом...
Еще проблемы с code completion, видимо, в импортах
Классические проблемы с юпитер ноутбуками и докером, хех
summary_model.print_major_topic()
Topic: 1 Words: 0.079*"import" + 0.076*"error" + 0.072*"exist" + 0.072*"support" + 0.072*"termin" + 0.072*"activ" + 0.063*"modul" + 0.058*"matplotlib" + 0.057*"class" + 0.046*"inform" Topic: 2 Words: 0.165*"import" + 0.074*"find" + 0.070*"data" + 0.070*"freez" + 0.067*"type" + 0.065*"refer" + 0.049*"suggest" + 0.049*"modul" + 0.048*"cannot" + 0.042*"pycharm" Topic: 3 Words: 0.124*"jupyt" + 0.088*"use" + 0.059*"action" + 0.056*"checker" + 0.056*"editor" + 0.053*"context" + 0.053*"correct" + 0.053*"support" + 0.031*"type" + 0.030*"import" Topic: 4 Words: 0.232*"paramet" + 0.107*"enabl" + 0.057*"line" + 0.054*"argument" + 0.054*"without" + 0.054*"unexpect" + 0.054*"import" + 0.054*"execut" + 0.054*"point" + 0.048*"type" Topic: 5 Words: 0.109*"show" + 0.078*"view" + 0.074*"complet" + 0.074*"mark" + 0.074*"depend" + 0.070*"extend" + 0.070*"import" + 0.070*"suggest" + 0.070*"timeout" + 0.020*"variabl" Topic: 6 Words: 0.179*"paramet" + 0.179*"method" + 0.173*"namedtupl" + 0.062*"code" + 0.041*"type" + 0.033*"first" + 0.010*"complet" + 0.008*"pycharm" + 0.007*"unexpect" + 0.007*"report" Topic: 7 Words: 0.083*"refer" + 0.083*"pytest" + 0.083*"assign" + 0.079*"mark" + 0.079*"parametr" + 0.063*"continu" + 0.026*"fals" + 0.026*"posit" + 0.018*"name" + 0.014*"attribut" Topic: 8 Words: 0.128*"numpi" + 0.103*"configur" + 0.101*"start" + 0.050*"python" + 0.035*"deploy" + 0.035*"keyword" + 0.035*"auto" + 0.035*"pytest" + 0.033*"render" + 0.033*"docstr" Topic: 9 Words: 0.084*"rais" + 0.051*"modul" + 0.046*"except" + 0.044*"name" + 0.043*"cannot" + 0.043*"incorrect" + 0.043*"main" + 0.043*"python" + 0.043*"librari" + 0.043*"sourc" Topic: 10 Words: 0.089*"generic" + 0.088*"connect" + 0.088*"addit" + 0.088*"nest" + 0.077*"pycharm" + 0.067*"paramet" + 0.057*"request" + 0.055*"type" + 0.052*"code" + 0.029*"fail" Topic: 11 Words: 0.144*"scratch" + 0.144*"copi" + 0.130*"file" + 0.074*"open" + 0.074*"popup" + 0.074*"alway" + 0.074*"declar" + 0.074*"twice" + 0.050*"python" + 0.009*"array" Topic: 12 Words: 0.143*"abil" + 0.097*"submodul" + 0.096*"separ" + 0.082*"quick" + 0.073*"color" + 0.067*"definit" + 0.050*"action" + 0.050*"insid" + 0.050*"keep" + 0.049*"jupyt" Topic: 13 Words: 0.152*"cell" + 0.145*"jupyt" + 0.094*"cannot" + 0.081*"work" + 0.070*"notebook" + 0.022*"interpret" + 0.016*"docker" + 0.011*"requir" + 0.011*"connect" + 0.011*"remot" Topic: 14 Words: 0.106*"dict" + 0.099*"messag" + 0.078*"python" + 0.065*"warn" + 0.054*"consol" + 0.052*"test" + 0.049*"instead" + 0.049*"compat" + 0.045*"check" + 0.045*"code" Topic: 15 Words: 0.144*"python" + 0.125*"breakpoint" + 0.104*"script" + 0.073*"docker" + 0.065*"work" + 0.064*"interpret" + 0.064*"path" + 0.064*"except" + 0.064*"cursor" + 0.064*"specifi" Topic: 16 Words: 0.184*"syntax" + 0.097*"string" + 0.085*"union" + 0.062*"error" + 0.057*"chain" + 0.053*"annot" + 0.049*"type" + 0.034*"fals" + 0.031*"insid" + 0.031*"posit" Topic: 17 Words: 0.085*"work" + 0.072*"hide" + 0.072*"button" + 0.072*"support" + 0.072*"callabl" + 0.055*"python" + 0.029*"type" + 0.024*"consol" + 0.017*"differ" + 0.014*"use" Topic: 18 Words: 0.141*"file" + 0.113*"cannot" + 0.105*"error" + 0.080*"current" + 0.067*"oper" + 0.064*"open" + 0.044*"consol" + 0.041*"input" + 0.041*"path" + 0.041*"link" Topic: 19 Words: 0.092*"import" + 0.074*"insid" + 0.070*"error" + 0.070*"alreadi" + 0.068*"file" + 0.066*"tag" + 0.037*"autocomplet" + 0.030*"packag" + 0.019*"python" + 0.018*"plugin" Topic: 20 Words: 0.112*"datafram" + 0.103*"window" + 0.063*"jupyt" + 0.063*"notebook" + 0.063*"tri" + 0.059*"sciview" + 0.059*"tool" + 0.059*"view" + 0.059*"preview" + 0.059*"cannot" Topic: 21 Words: 0.223*"remov" + 0.060*"class" + 0.044*"creat" + 0.025*"python" + 0.025*"call" + 0.013*"paramet" + 0.013*"nest" + 0.013*"virtualenv" + 0.013*"express" + 0.013*"pytest" Topic: 22 Words: 0.049*"packag" + 0.037*"name" + 0.024*"time" + 0.024*"import" + 0.024*"work" + 0.024*"frame" + 0.024*"allow" + 0.024*"use" + 0.019*"pycharm" + 0.012*"forward" Topic: 23 Words: 0.120*"write" + 0.110*"type" + 0.052*"oper" + 0.030*"python" + 0.030*"allow" + 0.028*"use" + 0.021*"django" + 0.021*"pycharm" + 0.014*"singl" + 0.014*"docker" Topic: 24 Words: 0.219*"python" + 0.149*"file" + 0.079*"instead" + 0.074*"builtin" + 0.074*"view" + 0.072*"main" + 0.068*"project" + 0.040*"pycharm" + 0.022*"interpret" + 0.009*"move" Topic: 25 Words: 0.169*"attribut" + 0.110*"refer" + 0.110*"unresolv" + 0.062*"fals" + 0.055*"yield" + 0.055*"comment" + 0.055*"remov" + 0.055*"parent" + 0.055*"know" + 0.050*"posit" Topic: 26 Words: 0.116*"string" + 0.100*"print" + 0.065*"annot" + 0.061*"option" + 0.060*"type" + 0.060*"pycharm" + 0.058*"fail" + 0.055*"slow" + 0.055*"multi" + 0.055*"thread" Topic: 27 Words: 0.163*"docker" + 0.108*"compos" + 0.100*"interpret" + 0.070*"pytest" + 0.062*"method" + 0.060*"base" + 0.048*"class" + 0.046*"creat" + 0.045*"python" + 0.038*"use" Topic: 28 Words: 0.256*"output" + 0.085*"django" + 0.078*"cell" + 0.060*"line" + 0.057*"dunder" + 0.056*"code" + 0.054*"copi" + 0.054*"manag" + 0.054*"panel" + 0.041*"run" Topic: 29 Words: 0.104*"type" + 0.073*"expect" + 0.070*"make" + 0.066*"warn" + 0.066*"incorrect" + 0.066*"walrus" + 0.066*"messag" + 0.066*"part" + 0.066*"classmethod" + 0.055*"size" Topic: 30 Words: 0.081*"scientif" + 0.078*"high" + 0.076*"pycharm" + 0.067*"cell" + 0.053*"usag" + 0.050*"work" + 0.047*"code" + 0.043*"type" + 0.040*"union" + 0.040*"resolv" Topic: 31 Words: 0.111*"incorrect" + 0.105*"name" + 0.105*"shadow" + 0.105*"unpack" + 0.099*"warn" + 0.069*"type" + 0.057*"variabl" + 0.054*"inspect" + 0.023*"negat" + 0.023*"fals" Topic: 32 Words: 0.159*"disabl" + 0.098*"inspect" + 0.096*"disappear" + 0.096*"stop" + 0.096*"debugg" + 0.014*"finish" + 0.011*"python" + 0.011*"fail" + 0.011*"format" + 0.011*"debug" Topic: 33 Words: 0.089*"integr" + 0.088*"pycharm" + 0.072*"work" + 0.067*"set" + 0.054*"flask" + 0.049*"preview" + 0.049*"move" + 0.047*"file" + 0.046*"previous" + 0.046*"version" Topic: 34 Words: 0.100*"quick" + 0.089*"error" + 0.081*"document" + 0.072*"break" + 0.056*"highlight" + 0.055*"compat" + 0.044*"type" + 0.038*"python" + 0.030*"add" + 0.029*"instal" Topic: 35 Words: 0.140*"error" + 0.101*"fail" + 0.087*"python" + 0.053*"consol" + 0.051*"run" + 0.051*"pycharm" + 0.049*"messag" + 0.048*"suggest" + 0.048*"import" + 0.048*"restart" Topic: 36 Words: 0.107*"click" + 0.104*"multilin" + 0.067*"function" + 0.065*"paramet" + 0.057*"test" + 0.054*"remot" + 0.054*"interpret" + 0.054*"consol" + 0.054*"option" + 0.054*"ignor" Topic: 37 Words: 0.125*"fail" + 0.114*"debugg" + 0.058*"start" + 0.056*"pycharm" + 0.052*"remot" + 0.046*"object" + 0.046*"contain" + 0.045*"help" + 0.043*"call" + 0.042*"execut" Topic: 38 Words: 0.143*"use" + 0.087*"interpret" + 0.084*"cannot" + 0.081*"project" + 0.044*"warn" + 0.043*"variabl" + 0.039*"type" + 0.036*"remot" + 0.031*"correct" + 0.028*"python" Topic: 39 Words: 0.185*"charact" + 0.180*"insight" + 0.093*"tupl" + 0.077*"code" + 0.063*"interpret" + 0.061*"error" + 0.030*"python" + 0.011*"run" + 0.011*"list" + 0.011*"remot" Topic: 40 Words: 0.178*"self" + 0.102*"chang" + 0.085*"valu" + 0.085*"target" + 0.072*"interpret" + 0.066*"project" + 0.045*"set" + 0.043*"debugg" + 0.033*"instead" + 0.031*"python" Topic: 41 Words: 0.124*"function" + 0.108*"support" + 0.108*"html" + 0.086*"type" + 0.078*"hint" + 0.064*"export" + 0.062*"result" + 0.059*"miss" + 0.056*"byte" + 0.056*"page" Topic: 42 Words: 0.201*"docker" + 0.110*"compos" + 0.064*"debugg" + 0.056*"interpret" + 0.055*"window" + 0.053*"charact" + 0.053*"cython" + 0.053*"valid" + 0.053*"util" + 0.051*"use" Topic: 43 Words: 0.104*"whitespac" + 0.104*"method" + 0.103*"initi" + 0.101*"case" + 0.055*"plugin" + 0.052*"statement" + 0.047*"match" + 0.033*"pycharm" + 0.030*"python" + 0.022*"past" Topic: 44 Words: 0.239*"class" + 0.080*"resolv" + 0.047*"modul" + 0.043*"infer" + 0.043*"generic" + 0.043*"read" + 0.041*"multipl" + 0.041*"compat" + 0.036*"type" + 0.026*"python" Topic: 45 Words: 0.099*"save" + 0.092*"execut" + 0.085*"debug" + 0.073*"work" + 0.057*"select" + 0.057*"consol" + 0.056*"slow" + 0.051*"stop" + 0.048*"file" + 0.046*"remot" Topic: 46 Words: 0.145*"style" + 0.081*"coverag" + 0.077*"crash" + 0.073*"work" + 0.073*"proper" + 0.073*"fail" + 0.070*"pycharm" + 0.041*"string" + 0.031*"import" + 0.027*"use" Topic: 47 Words: 0.123*"project" + 0.096*"usag" + 0.090*"root" + 0.054*"directori" + 0.043*"caus" + 0.034*"mark" + 0.034*"instead" + 0.034*"multipl" + 0.032*"python" + 0.032*"venv" Topic: 48 Words: 0.218*"properti" + 0.100*"class" + 0.100*"setup" + 0.042*"instead" + 0.029*"type" + 0.026*"test" + 0.021*"pycharm" + 0.012*"binari" + 0.012*"option" + 0.012*"oper" Topic: 49 Words: 0.099*"configur" + 0.095*"report" + 0.066*"intent" + 0.061*"interpret" + 0.060*"allow" + 0.056*"version" + 0.037*"python" + 0.035*"creat" + 0.035*"function" + 0.033*"index" Topic: 50 Words: 0.099*"consol" + 0.083*"venv" + 0.061*"type" + 0.055*"incorrect" + 0.052*"pycharm" + 0.052*"intellij" + 0.049*"generic" + 0.049*"issu" + 0.049*"previous" + 0.049*"configur" Topic: 51 Words: 0.264*"warn" + 0.167*"inspect" + 0.109*"root" + 0.083*"project" + 0.075*"creat" + 0.072*"incorrect" + 0.054*"venv" + 0.038*"insid" + 0.037*"automat" + 0.037*"folder" Topic: 52 Words: 0.243*"renam" + 0.220*"refactor" + 0.120*"name" + 0.100*"chang" + 0.086*"first" + 0.086*"explicit" + 0.044*"declar" + 0.020*"defin" + 0.005*"attribut" + 0.005*"user" Topic: 53 Words: 0.188*"invalid" + 0.163*"type" + 0.125*"list" + 0.077*"liter" + 0.049*"pycharm" + 0.041*"incorrect" + 0.041*"number" + 0.041*"super" + 0.035*"name" + 0.030*"warn" Topic: 54 Words: 0.208*"type" + 0.148*"pycharm" + 0.087*"recogn" + 0.060*"line" + 0.051*"wrong" + 0.047*"correct" + 0.032*"matplotlib" + 0.030*"multipl" + 0.030*"element" + 0.030*"call" Topic: 55 Words: 0.166*"project" + 0.099*"file" + 0.078*"switch" + 0.078*"lose" + 0.052*"differ" + 0.048*"set" + 0.043*"pycharm" + 0.043*"function" + 0.040*"open" + 0.040*"vagrant" Topic: 56 Words: 0.099*"version" + 0.079*"show" + 0.077*"python" + 0.054*"inspect" + 0.054*"interpret" + 0.052*"line" + 0.051*"number" + 0.051*"link" + 0.050*"separ" + 0.048*"appear" Topic: 57 Words: 0.202*"datafram" + 0.033*"python" + 0.022*"interpret" + 0.022*"view" + 0.022*"argument" + 0.022*"class" + 0.011*"well" + 0.011*"templat" + 0.011*"automat" + 0.011*"bracket" Topic: 58 Words: 0.094*"pycharm" + 0.093*"test" + 0.073*"edit" + 0.072*"consol" + 0.072*"load" + 0.072*"unittest" + 0.072*"termin" + 0.072*"option" + 0.053*"fail" + 0.013*"pytest" Topic: 59 Words: 0.110*"consol" + 0.109*"execut" + 0.086*"python" + 0.078*"window" + 0.078*"option" + 0.040*"mode" + 0.039*"shortcut" + 0.039*"keyboard" + 0.039*"without" + 0.039*"extend" Topic: 60 Words: 0.122*"type" + 0.108*"check" + 0.091*"set" + 0.046*"error" + 0.042*"cannot" + 0.039*"enum" + 0.039*"nest" + 0.039*"search" + 0.039*"includ" + 0.039*"valid" Topic: 61 Words: 0.119*"variabl" + 0.093*"without" + 0.089*"content" + 0.052*"usag" + 0.038*"redeclar" + 0.036*"inspect" + 0.036*"jupyt" + 0.035*"use" + 0.034*"select" + 0.034*"button" Topic: 62 Words: 0.228*"highlight" + 0.122*"item" + 0.116*"field" + 0.116*"whole" + 0.040*"import" + 0.014*"infer" + 0.014*"attribut" + 0.014*"superclass" + 0.014*"complet" + 0.010*"type" Topic: 63 Words: 0.115*"unabl" + 0.070*"python" + 0.065*"pycharm" + 0.055*"debugg" + 0.033*"use" + 0.032*"window" + 0.032*"tool" + 0.031*"suggest" + 0.031*"extens" + 0.031*"field" Topic: 64 Words: 0.121*"final" + 0.072*"variabl" + 0.067*"work" + 0.062*"usag" + 0.062*"annot" + 0.062*"charact" + 0.062*"escap" + 0.062*"automat" + 0.062*"autodetect" + 0.041*"templat" Topic: 65 Words: 0.118*"editor" + 0.094*"paramet" + 0.078*"type" + 0.078*"sqlalchemi" + 0.068*"posit" + 0.068*"fals" + 0.044*"local" + 0.043*"valu" + 0.043*"inspect" + 0.040*"instal" Topic: 66 Words: 0.120*"clear" + 0.084*"activ" + 0.065*"incorrect" + 0.062*"environ" + 0.062*"script" + 0.062*"constructor" + 0.062*"keyword" + 0.062*"statement" + 0.054*"tag" + 0.050*"renam" Topic: 67 Words: 0.167*"pars" + 0.077*"file" + 0.061*"jinja" + 0.061*"block" + 0.058*"replac" + 0.058*"docstr" + 0.057*"remot" + 0.049*"string" + 0.047*"yaml" + 0.044*"interpret" Topic: 68 Words: 0.172*"fals" + 0.094*"refer" + 0.066*"type" + 0.064*"posit" + 0.058*"unexpect" + 0.058*"enum" + 0.055*"forward" + 0.055*"union" + 0.051*"dict" + 0.010*"inspect" Topic: 69 Words: 0.158*"extern" + 0.124*"pycharm" + 0.116*"file" + 0.068*"navig" + 0.065*"mode" + 0.065*"content" + 0.065*"font" + 0.065*"longer" + 0.034*"report" + 0.028*"project" Topic: 70 Words: 0.136*"handl" + 0.136*"creation" + 0.090*"python" + 0.024*"pycharm" + 0.017*"file" + 0.017*"remot" + 0.016*"work" + 0.015*"project" + 0.014*"error" + 0.011*"interpret" Topic: 71 Words: 0.256*"plugin" + 0.161*"none" + 0.104*"disabl" + 0.080*"improv" + 0.056*"set" + 0.033*"find" + 0.030*"cannot" + 0.014*"python" + 0.014*"code" + 0.009*"remot" Topic: 72 Words: 0.228*"work" + 0.094*"markdown" + 0.094*"point" + 0.092*"file" + 0.081*"interpret" + 0.060*"python" + 0.051*"preview" + 0.048*"proper" + 0.048*"level" + 0.048*"time" Topic: 73 Words: 0.089*"show" + 0.084*"multi" + 0.084*"project" + 0.084*"wrong" + 0.084*"tupl" + 0.084*"pars" + 0.043*"type" + 0.030*"python" + 0.027*"instead" + 0.025*"infer" Topic: 74 Words: 0.147*"generic" + 0.104*"servic" + 0.059*"error" + 0.053*"flag" + 0.051*"pycharm" + 0.050*"inspect" + 0.050*"templat" + 0.050*"show" + 0.050*"valid" + 0.050*"overrid" Topic: 75 Words: 0.103*"indent" + 0.082*"format" + 0.064*"wrong" + 0.061*"valu" + 0.057*"qualifi" + 0.057*"produc" + 0.057*"string" + 0.045*"templat" + 0.044*"name" + 0.038*"break" Topic: 76 Words: 0.085*"import" + 0.080*"googl" + 0.080*"function" + 0.059*"fals" + 0.053*"paramet" + 0.053*"engin" + 0.053*"unus" + 0.052*"docstr" + 0.046*"cannot" + 0.040*"refactor" Topic: 77 Words: 0.190*"issu" + 0.124*"type" + 0.099*"collect" + 0.096*"statement" + 0.085*"python" + 0.050*"metaclass" + 0.050*"implement" + 0.050*"return" + 0.050*"evalu" + 0.035*"import" Topic: 78 Words: 0.088*"import" + 0.076*"except" + 0.072*"error" + 0.072*"modul" + 0.068*"level" + 0.068*"await" + 0.062*"wrong" + 0.039*"subclass" + 0.017*"unresolv" + 0.017*"continu" Topic: 79 Words: 0.080*"select" + 0.076*"index" + 0.076*"sciview" + 0.076*"plot" + 0.076*"save" + 0.076*"delet" + 0.076*"automat" + 0.057*"close" + 0.028*"set" + 0.025*"interpret" Topic: 80 Words: 0.125*"unabl" + 0.123*"python" + 0.117*"interpret" + 0.078*"project" + 0.078*"idea" + 0.048*"django" + 0.046*"compos" + 0.046*"docker" + 0.043*"base" + 0.043*"cannot" Topic: 81 Words: 0.158*"environ" + 0.129*"interpret" + 0.064*"creat" + 0.060*"project" + 0.052*"chang" + 0.045*"process" + 0.041*"modul" + 0.041*"exist" + 0.041*"insid" + 0.041*"creation" Topic: 82 Words: 0.113*"instal" + 0.103*"set" + 0.098*"error" + 0.088*"docker" + 0.083*"compos" + 0.060*"yaml" + 0.048*"packag" + 0.048*"import" + 0.048*"suggest" + 0.048*"integr" Topic: 83 Words: 0.176*"break" + 0.088*"must" + 0.088*"treat" + 0.073*"python" + 0.070*"call" + 0.060*"project" + 0.059*"first" + 0.039*"open" + 0.020*"file" + 0.010*"argument" Topic: 84 Words: 0.134*"document" + 0.113*"requir" + 0.056*"format" + 0.056*"becom" + 0.054*"modul" + 0.037*"quick" + 0.034*"type" + 0.030*"pass" + 0.029*"function" + 0.029*"space" Topic: 85 Words: 0.147*"type" + 0.131*"argument" + 0.101*"give" + 0.051*"creat" + 0.039*"call" + 0.037*"unexpect" + 0.037*"show" + 0.035*"error" + 0.035*"dataclass" + 0.035*"array" Topic: 86 Words: 0.109*"show" + 0.080*"usag" + 0.070*"python" + 0.054*"current" + 0.054*"finish" + 0.054*"consol" + 0.054*"execut" + 0.054*"toolbar" + 0.054*"level" + 0.054*"modul" Topic: 87 Words: 0.214*"fold" + 0.109*"depend" + 0.088*"modul" + 0.075*"python" + 0.059*"use" + 0.059*"consol" + 0.056*"project" + 0.056*"option" + 0.056*"updat" + 0.018*"function" Topic: 88 Words: 0.084*"import" + 0.075*"pyqt" + 0.061*"fail" + 0.057*"fals" + 0.055*"stub" + 0.055*"understand" + 0.052*"defin" + 0.052*"plugin" + 0.052*"without" + 0.046*"member" Topic: 89 Words: 0.161*"django" + 0.145*"test" + 0.103*"icon" + 0.056*"run" + 0.053*"runner" + 0.053*"method" + 0.053*"hide" + 0.053*"gutter" + 0.045*"use" + 0.044*"pycharm" Topic: 90 Words: 0.152*"iter" + 0.135*"type" + 0.093*"infer" + 0.080*"work" + 0.080*"custom" + 0.077*"support" + 0.049*"object" + 0.042*"list" + 0.040*"decor" + 0.040*"instead" Topic: 91 Words: 0.207*"type" + 0.181*"infer" + 0.056*"class" + 0.054*"valu" + 0.051*"decor" + 0.049*"paramet" + 0.041*"typevar" + 0.030*"use" + 0.028*"name" + 0.026*"dict" Topic: 92 Words: 0.091*"confus" + 0.091*"paramet" + 0.091*"switch" + 0.091*"rais" + 0.091*"get" + 0.091*"incomplet" + 0.049*"interpret" + 0.047*"function" + 0.020*"stop" + 0.016*"remot" Topic: 93 Words: 0.161*"packag" + 0.132*"folder" + 0.105*"autocomplet" + 0.068*"directori" + 0.068*"modul" + 0.068*"indent" + 0.068*"system" + 0.068*"structur" + 0.055*"work" + 0.011*"project" Topic: 94 Words: 0.201*"subclass" + 0.136*"docstr" + 0.128*"default" + 0.074*"test" + 0.070*"dataclass" + 0.070*"load" + 0.070*"trigger" + 0.050*"argument" + 0.040*"function" + 0.008*"code" Topic: 95 Words: 0.091*"method" + 0.080*"call" + 0.076*"signatur" + 0.074*"function" + 0.074*"handl" + 0.070*"type" + 0.058*"return" + 0.045*"fals" + 0.039*"mark" + 0.038*"correct" Topic: 96 Words: 0.091*"better" + 0.084*"fail" + 0.064*"code" + 0.050*"django" + 0.047*"creat" + 0.047*"generat" + 0.047*"invalid" + 0.047*"support" + 0.047*"problem" + 0.047*"typevar" Topic: 97 Words: 0.120*"python" + 0.104*"updat" + 0.104*"cannot" + 0.098*"issu" + 0.091*"inspect" + 0.055*"format" + 0.040*"refer" + 0.037*"interpret" + 0.030*"close" + 0.012*"string" Topic: 98 Words: 0.149*"fals" + 0.077*"ignor" + 0.077*"type" + 0.075*"profil" + 0.051*"liter" + 0.049*"languag" + 0.040*"error" + 0.036*"list" + 0.033*"break" + 0.031*"templat" Topic: 99 Words: 0.211*"longer" + 0.132*"use" + 0.107*"sometim" + 0.099*"first" + 0.071*"python" + 0.045*"version" + 0.039*"line" + 0.015*"pycharm" + 0.013*"type" + 0.010*"work" Topic: 100 Words: 0.134*"import" + 0.117*"code" + 0.115*"complet" + 0.089*"string" + 0.077*"inspect" + 0.043*"wrong" + 0.041*"show" + 0.039*"format" + 0.039*"true" + 0.038*"work"
Всего за последние 5 релизов основные проблемы с импортами, видимо, бОльшая часть из них связана с тем, что пайчарм не видит библиотеки, которые на самом деле установлены у пользователя
не было особо разумной предобработки описаний ишуй, но посмотреть все равно интересно
# test_model(dataset.corpuses["description"], dataset.dictionaries["description"], range(2, 1000, 50))
аналогично, выбираем около 500 топиков
description_model = Lda(dataset.corpuses["description"], dataset.dictionaries["description"], 500)
vis = description_model.get_vis()
/home/breengles/.pyenv/versions/3.8.11/envs/ml/lib/python3.8/site-packages/pyLDAvis/_prepare.py:246: FutureWarning: In a future version of pandas all arguments of DataFrame.drop except for the argument 'labels' will be keyword-only default_term_info = default_term_info.sort_values(
vis
Оо, проблемы с джавой в пайчарме?
Вероятно, проблемы с библиотекой, т.к. описание содержит стэктрейсы, или с тем, что люди пишут свои плагины, и уже проблемы с ними...
Еще есть отдельные проблемы с нумпаем, но, это, скорее всего, опять таки следствие наличия стектрейсов
Вообще, видимо, чтобы получить от описания что-то более разумное, надо чистить от стэктрейсов каким-нибудь образом (?)
description_model.print_major_topic()
Topic: 1 Words: 0.193*"async" + 0.139*"return" + 0.079*"regular" + 0.076*"self" + 0.054*"class" + 0.030*"code" + 0.021*"result" + 0.019*"reproduc" + 0.017*"step" + 0.016*"expect" Topic: 2 Words: 0.188*"instanti" + 0.033*"attribut" + 0.030*"line" + 0.028*"execut" + 0.025*"class" + 0.022*"code" + 0.022*"defin" + 0.022*"instanc" + 0.022*"warn" + 0.018*"step" Topic: 3 Words: 0.116*"type" + 0.088*"list" + 0.082*"tupl" + 0.077*"error" + 0.068*"sequenc" + 0.063*"expect" + 0.051*"union" + 0.049*"incompat" + 0.048*"none" + 0.033*"mypi" Topic: 4 Words: 0.071*"test" + 0.044*"save" + 0.042*"close" + 0.036*"plot" + 0.034*"figur" + 0.030*"valid" + 0.028*"run" + 0.026*"modul" + 0.025*"python" + 0.023*"click" Topic: 5 Words: 0.158*"mypi" + 0.140*"type" + 0.129*"plugin" + 0.062*"jetbrain" + 0.061*"check" + 0.050*"union" + 0.033*"imag" + 0.020*"code" + 0.019*"https" + 0.019*"exampl" Topic: 6 Words: 0.195*"interpret" + 0.176*"great" + 0.118*"open" + 0.112*"annoy" + 0.069*"configur" + 0.042*"base" + 0.038*"project" + 0.034*"suggest" + 0.016*"edit" + 0.011*"window" Topic: 7 Words: 0.174*"march" + 0.128*"updat" + 0.029*"window" + 0.026*"releas" + 0.025*"jetbrain" + 0.022*"setuptool" + 0.017*"https" + 0.016*"build" + 0.014*"test" + 0.013*"simpl" Topic: 8 Words: 0.025*"user" + 0.019*"usernam" + 0.017*"anaconda" + 0.016*"conda" + 0.012*"program" + 0.006*"file" + 0.006*"https" + 0.006*"env" + 0.005*"report" + 0.005*"python" Topic: 9 Words: 0.085*"noinspect" + 0.065*"import" + 0.063*"setuptool" + 0.055*"https" + 0.036*"packag" + 0.035*"pypi" + 0.034*"file" + 0.030*"python" + 0.026*"simpl" + 0.024*"link" Topic: 10 Words: 0.044*"andrey" + 0.036*"build" + 0.029*"numpi" + 0.025*"python" + 0.024*"test" + 0.023*"core" + 0.021*"pythonproject" + 0.014*"plugin" + 0.014*"jetbrain" + 0.012*"file" Topic: 11 Words: 0.041*"main" + 0.038*"line" + 0.037*"file" + 0.037*"debugg" + 0.033*"pydev" + 0.033*"python" + 0.031*"none" + 0.028*"matplotlib" + 0.023*"inner" + 0.023*"circular" Topic: 12 Words: 0.074*"warn" + 0.069*"least" + 0.065*"none" + 0.059*"defin" + 0.052*"print" + 0.044*"type" + 0.036*"option" + 0.034*"cannot" + 0.033*"statement" + 0.032*"strang" Topic: 13 Words: 0.320*"java" + 0.101*"intellij" + 0.087*"compos" + 0.063*"docker" + 0.049*"pars" + 0.031*"impl" + 0.025*"util" + 0.016*"openapi" + 0.012*"project" + 0.012*"base" Topic: 14 Words: 0.139*"java" + 0.097*"intellij" + 0.048*"impl" + 0.045*"openapi" + 0.030*"base" + 0.021*"progress" + 0.021*"util" + 0.017*"flushqueu" + 0.014*"applic" + 0.012*"ideeventqueu" Topic: 15 Words: 0.093*"high" + 0.055*"code" + 0.045*"half" + 0.042*"take" + 0.038*"import" + 0.031*"line" + 0.028*"long" + 0.028*"context" + 0.027*"back" + 0.026*"rais" Topic: 16 Words: 0.259*"java" + 0.122*"intellij" + 0.075*"openapi" + 0.058*"impl" + 0.038*"desktop" + 0.024*"ideeventqueu" + 0.020*"applic" + 0.019*"eventqueu" + 0.018*"base" + 0.017*"util" Topic: 17 Words: 0.066*"float" + 0.059*"consol" + 0.058*"prompt" + 0.046*"exampl" + 0.041*"docker" + 0.039*"desktop" + 0.036*"open" + 0.035*"step" + 0.032*"build" + 0.026*"python" Topic: 18 Words: 0.041*"python" + 0.036*"messag" + 0.036*"work" + 0.032*"creat" + 0.028*"instal" + 0.026*"step" + 0.025*"select" + 0.025*"environ" + 0.025*"file" + 0.024*"consol" Topic: 19 Words: 0.181*"numpi" + 0.093*"build" + 0.076*"copi" + 0.062*"core" + 0.059*"test" + 0.038*"wheel" + 0.027*"includ" + 0.022*"distutil" + 0.019*"python" + 0.017*"input" Topic: 20 Words: 0.031*"fals" + 0.024*"core" + 0.022*"push" + 0.019*"test" + 0.018*"error" + 0.016*"pytest" + 0.016*"build" + 0.015*"pass" + 0.014*"helper" + 0.013*"python" Topic: 21 Words: 0.059*"packag" + 0.051*"modul" + 0.048*"file" + 0.047*"python" + 0.032*"import" + 0.030*"test" + 0.028*"line" + 0.022*"https" + 0.019*"user" + 0.018*"setuptool" Topic: 22 Words: 0.119*"setuptool" + 0.085*"https" + 0.057*"link" + 0.047*"packag" + 0.042*"pypi" + 0.041*"simpl" + 0.037*"type" + 0.036*"file" + 0.031*"exampl" + 0.030*"skip" Topic: 23 Words: 0.030*"intellij" + 0.021*"plugin" + 0.019*"result" + 0.018*"name" + 0.018*"version" + 0.015*"edit" + 0.014*"text" + 0.014*"warn" + 0.013*"insid" + 0.013*"compil" Topic: 24 Words: 0.256*"time" + 0.117*"first" + 0.070*"autocomplet" + 0.070*"quit" + 0.061*"list" + 0.060*"insight" + 0.057*"everi" + 0.054*"result" + 0.043*"chang" + 0.025*"screen" Topic: 25 Words: 0.135*"servic" + 0.089*"tree" + 0.060*"difficult" + 0.034*"make" + 0.032*"click" + 0.031*"python" + 0.030*"accord" + 0.030*"relev" + 0.024*"right" + 0.023*"window" Topic: 26 Words: 0.074*"project" + 0.061*"environ" + 0.055*"click" + 0.028*"folder" + 0.027*"multipl" + 0.027*"jetbrain" + 0.025*"dialog" + 0.024*"septemb" + 0.022*"plugin" + 0.021*"communiti" Topic: 27 Words: 0.236*"quick" + 0.198*"display" + 0.072*"current" + 0.047*"within" + 0.036*"previous" + 0.029*"document" + 0.024*"class" + 0.022*"attach" + 0.020*"step" + 0.019*"possibl" Topic: 28 Words: 0.202*"docker" + 0.090*"compos" + 0.049*"linux" + 0.045*"contain" + 0.045*"local" + 0.043*"interpret" + 0.038*"window" + 0.033*"run" + 0.026*"network" + 0.020*"environ" Topic: 29 Words: 0.129*"keep" + 0.027*"document" + 0.021*"work" + 0.020*"python" + 0.019*"quick" + 0.018*"imag" + 0.017*"jupyt" + 0.017*"content" + 0.015*"function" + 0.014*"info" Topic: 30 Words: 0.179*"appli" + 0.100*"profil" + 0.058*"button" + 0.050*"disk" + 0.047*"screenshot" + 0.043*"inspect" + 0.042*"imag" + 0.031*"default" + 0.029*"java" + 0.028*"set" Topic: 31 Words: 0.054*"import" + 0.039*"chang" + 0.037*"user" + 0.033*"model" + 0.031*"refactor" + 0.028*"pass" + 0.026*"time" + 0.024*"screen" + 0.022*"test" + 0.020*"hello" Topic: 32 Words: 0.110*"docstr" + 0.072*"format" + 0.071*"html" + 0.062*"style" + 0.053*"interpret" + 0.047*"latest" + 0.041*"render" + 0.041*"imag" + 0.040*"googl" + 0.029*"readthedoc" Topic: 33 Words: 0.181*"link" + 0.071*"setuptool" + 0.062*"inspect" + 0.057*"https" + 0.057*"unsupport" + 0.035*"packag" + 0.034*"simpl" + 0.027*"dict" + 0.027*"pypi" + 0.026*"file" Topic: 34 Words: 0.154*"java" + 0.086*"intellij" + 0.032*"impl" + 0.032*"openapi" + 0.029*"plain" + 0.025*"python" + 0.023*"jetbrain" + 0.016*"util" + 0.013*"imag" + 0.012*"file" Topic: 35 Words: 0.091*"imag" + 0.074*"issu" + 0.045*"import" + 0.040*"without" + 0.035*"class" + 0.033*"minim" + 0.031*"fine" + 0.030*"work" + 0.029*"reproduc" + 0.027*"vscode" Topic: 36 Words: 0.115*"numpi" + 0.078*"build" + 0.042*"core" + 0.033*"test" + 0.031*"copi" + 0.024*"wheel" + 0.023*"includ" + 0.016*"distutil" + 0.015*"random" + 0.015*"start" Topic: 37 Words: 0.001*"infer" + 0.001*"item" + 0.001*"type" + 0.001*"hint" + 0.001*"correct" + 0.001*"valu" + 0.001*"black" + 0.001*"loop" + 0.001*"wrap" + 0.001*"dict" Topic: 38 Words: 0.059*"test" + 0.058*"actual" + 0.053*"code" + 0.045*"assert" + 0.045*"result" + 0.041*"expect" + 0.041*"output" + 0.040*"grafik" + 0.031*"fail" + 0.030*"pytest" Topic: 39 Words: 0.113*"test" + 0.092*"numpi" + 0.061*"build" + 0.047*"core" + 0.043*"import" + 0.037*"main" + 0.030*"copi" + 0.023*"darwin" + 0.021*"pythonproject" + 0.021*"wheel" Topic: 40 Words: 0.203*"poetri" + 0.079*"inspect" + 0.045*"plugin" + 0.038*"probabl" + 0.038*"python" + 0.033*"jetbrain" + 0.029*"environ" + 0.027*"intellij" + 0.024*"issu" + 0.022*"java" Topic: 41 Words: 0.171*"window" + 0.157*"keyboard" + 0.088*"assign" + 0.045*"file" + 0.040*"result" + 0.038*"python" + 0.036*"editor" + 0.033*"detect" + 0.033*"shortcut" + 0.032*"tab" Topic: 42 Words: 0.138*"file" + 0.092*"result" + 0.076*"print" + 0.059*"path" + 0.048*"content" + 0.045*"upgrad" + 0.038*"cast" + 0.035*"cannot" + 0.031*"step" + 0.031*"except" Topic: 43 Words: 0.068*"token" + 0.047*"name" + 0.039*"provid" + 0.036*"import" + 0.027*"reproduc" + 0.024*"step" + 0.024*"imag" + 0.021*"refactor" + 0.019*"grafik" + 0.019*"amount" Topic: 44 Words: 0.059*"base" + 0.058*"type" + 0.057*"leav" + 0.052*"class" + 0.045*"repositori" + 0.045*"first" + 0.045*"open" + 0.043*"short" + 0.041*"absolut" + 0.035*"declar" Topic: 45 Words: 0.136*"project" + 0.055*"remov" + 0.051*"interpret" + 0.041*"creat" + 0.041*"step" + 0.040*"result" + 0.038*"set" + 0.037*"map" + 0.036*"configur" + 0.035*"deploy" Topic: 46 Words: 0.063*"self" + 0.032*"rais" + 0.030*"class" + 0.030*"python" + 0.029*"unhandl" + 0.029*"signatur" + 0.024*"expect" + 0.024*"home" + 0.024*"except" + 0.024*"return" Topic: 47 Words: 0.090*"cannot" + 0.066*"simpl" + 0.051*"decor" + 0.049*"within" + 0.047*"output" + 0.038*"file" + 0.037*"python" + 0.035*"https" + 0.030*"setuptool" + 0.026*"find" Topic: 48 Words: 0.122*"exit" + 0.077*"do" + 0.076*"process" + 0.072*"finish" + 0.052*"setuptool" + 0.034*"https" + 0.024*"expect" + 0.022*"file" + 0.022*"code" + 0.019*"pypi" Topic: 49 Words: 0.188*"setuptool" + 0.145*"https" + 0.085*"link" + 0.082*"packag" + 0.076*"simpl" + 0.076*"pypi" + 0.070*"file" + 0.056*"skip" + 0.046*"sourc" + 0.033*"none" Topic: 50 Words: 0.114*"establish" + 0.056*"numpi" + 0.044*"build" + 0.027*"core" + 0.022*"connect" + 0.021*"test" + 0.020*"remot" + 0.018*"copi" + 0.016*"includ" + 0.014*"wheel" Topic: 51 Words: 0.183*"java" + 0.093*"intellij" + 0.042*"impl" + 0.021*"openapi" + 0.020*"jetbrain" + 0.020*"lang" + 0.020*"execut" + 0.019*"error" + 0.016*"plugin" + 0.016*"desktop" Topic: 52 Words: 0.140*"paramet" + 0.060*"copi" + 0.052*"report" + 0.051*"imag" + 0.035*"system" + 0.034*"microsoft" + 0.030*"line" + 0.024*"tabl" + 0.023*"test" + 0.019*"actual" Topic: 53 Words: 0.098*"lack" + 0.048*"issu" + 0.046*"lot" + 0.045*"anyth" + 0.042*"valu" + 0.028*"myclass" + 0.027*"collect" + 0.026*"python" + 0.024*"consol" + 0.024*"respons" Topic: 54 Words: 0.127*"java" + 0.084*"intellij" + 0.048*"impl" + 0.033*"openapi" + 0.031*"method" + 0.025*"base" + 0.020*"progress" + 0.020*"util" + 0.017*"concurr" + 0.015*"jetbrain" Topic: 55 Words: 0.149*"java" + 0.133*"intellij" + 0.050*"impl" + 0.041*"openapi" + 0.024*"util" + 0.020*"progress" + 0.020*"base" + 0.018*"test" + 0.017*"lambda" + 0.016*"applic" Topic: 56 Words: 0.129*"packag" + 0.124*"dateutil" + 0.123*"parser" + 0.053*"modul" + 0.049*"upgrad" + 0.036*"import" + 0.025*"actual" + 0.023*"python" + 0.022*"result" + 0.019*"reproduc" Topic: 57 Words: 0.275*"cell" + 0.138*"still" + 0.119*"execut" + 0.059*"comput" + 0.048*"relat" + 0.045*"like" + 0.040*"print" + 0.031*"queue" + 0.030*"previous" + 0.021*"current" Topic: 58 Words: 0.338*"docstr" + 0.210*"document" + 0.081*"quick" + 0.050*"imag" + 0.038*"extern" + 0.034*"would" + 0.032*"mani" + 0.028*"function" + 0.025*"show" + 0.019*"display" Topic: 59 Words: 0.078*"https" + 0.077*"rest" + 0.075*"app" + 0.073*"take" + 0.046*"jetbrain" + 0.021*"python" + 0.019*"switch" + 0.017*"class" + 0.016*"setuptool" + 0.014*"file" Topic: 60 Words: 0.199*"error" + 0.089*"maco" + 0.077*"could" + 0.074*"prompt" + 0.072*"instal" + 0.067*"thank" + 0.062*"packag" + 0.058*"consid" + 0.040*"recogn" + 0.033*"option" Topic: 61 Words: 0.154*"datafram" + 0.073*"panda" + 0.071*"debug" + 0.060*"view" + 0.040*"click" + 0.034*"reproduc" + 0.024*"step" + 0.019*"line" + 0.018*"result" + 0.016*"import" Topic: 62 Words: 0.101*"warn" + 0.072*"expect" + 0.050*"python" + 0.047*"creat" + 0.046*"instead" + 0.044*"result" + 0.041*"project" + 0.041*"imag" + 0.037*"type" + 0.030*"step" Topic: 63 Words: 0.071*"code" + 0.047*"python" + 0.039*"hang" + 0.037*"arg" + 0.033*"kwarg" + 0.032*"attach" + 0.021*"drop" + 0.019*"ultim" + 0.019*"call" + 0.018*"type" Topic: 64 Words: 0.062*"file" + 0.040*"line" + 0.039*"python" + 0.036*"helper" + 0.035*"plugin" + 0.025*"core" + 0.022*"pydev" + 0.019*"iter" + 0.018*"data" + 0.016*"format" Topic: 65 Words: 0.072*"generat" + 0.067*"code" + 0.048*"young" + 0.040*"support" + 0.039*"educ" + 0.038*"version" + 0.027*"script" + 0.026*"comment" + 0.026*"batch" + 0.026*"observ" Topic: 66 Words: 0.111*"java" + 0.048*"folder" + 0.043*"intellij" + 0.038*"python" + 0.028*"jetbrain" + 0.024*"complain" + 0.023*"hood" + 0.022*"util" + 0.021*"impl" + 0.020*"packag" Topic: 67 Words: 0.250*"configur" + 0.128*"creat" + 0.073*"result" + 0.069*"enabl" + 0.055*"actual" + 0.045*"reproduc" + 0.029*"file" + 0.027*"step" + 0.026*"disabl" + 0.024*"attach" Topic: 68 Words: 0.096*"project" + 0.063*"work" + 0.053*"open" + 0.047*"venv" + 0.041*"file" + 0.023*"directori" + 0.023*"even" + 0.023*"restart" + 0.022*"problem" + 0.021*"templat" Topic: 69 Words: 0.117*"base" + 0.109*"valid" + 0.074*"would" + 0.073*"html" + 0.064*"extra" + 0.045*"exampl" + 0.033*"templat" + 0.027*"relat" + 0.024*"either" + 0.024*"tag" Topic: 70 Words: 0.063*"numpi" + 0.035*"build" + 0.026*"python" + 0.023*"execut" + 0.023*"directori" + 0.023*"debug" + 0.023*"line" + 0.022*"except" + 0.021*"copi" + 0.020*"core" Topic: 71 Words: 0.136*"numpi" + 0.080*"build" + 0.050*"core" + 0.048*"copi" + 0.045*"java" + 0.043*"test" + 0.040*"wheel" + 0.036*"intellij" + 0.028*"includ" + 0.026*"impl" Topic: 72 Words: 0.075*"check" + 0.074*"environ" + 0.055*"chang" + 0.042*"work" + 0.038*"instal" + 0.037*"problem" + 0.030*"project" + 0.023*"interpret" + 0.023*"virtual" + 0.022*"make" Topic: 73 Words: 0.039*"sqlalchemi" + 0.039*"analyz" + 0.038*"traitlet" + 0.038*"visibl" + 0.037*"engin" + 0.037*"articl" + 0.037*"detail" + 0.036*"illustr" + 0.035*"python" + 0.030*"connect" Topic: 74 Words: 0.382*"shortcut" + 0.071*"even" + 0.017*"stacktrac" + 0.014*"attach" + 0.014*"navig" + 0.011*"unittest" + 0.011*"step" + 0.010*"ctrl" + 0.010*"script" + 0.010*"possibl" Topic: 75 Words: 0.084*"workflow" + 0.082*"command" + 0.073*"licens" + 0.043*"perpetu" + 0.043*"fallback" + 0.040*"python" + 0.037*"build" + 0.034*"import" + 0.031*"version" + 0.029*"subscript" Topic: 76 Words: 0.162*"java" + 0.085*"intellij" + 0.064*"posit" + 0.040*"openapi" + 0.035*"impl" + 0.031*"ignor" + 0.028*"util" + 0.025*"base" + 0.024*"concurr" + 0.023*"progress" Topic: 77 Words: 0.045*"tree" + 0.026*"project" + 0.025*"python" + 0.024*"like" + 0.024*"backend" + 0.021*"file" + 0.021*"packag" + 0.017*"root" + 0.016*"setup" + 0.015*"look" Topic: 78 Words: 0.101*"setuptool" + 0.068*"https" + 0.037*"file" + 0.033*"packag" + 0.030*"pypi" + 0.026*"link" + 0.024*"simpl" + 0.022*"skip" + 0.020*"result" + 0.015*"version" Topic: 79 Words: 0.028*"index" + 0.027*"numpi" + 0.022*"plugin" + 0.021*"java" + 0.020*"build" + 0.020*"test" + 0.019*"python" + 0.017*"info" + 0.014*"fals" + 0.014*"jetbrain" Topic: 80 Words: 0.077*"java" + 0.064*"nbsp" + 0.063*"numpi" + 0.044*"build" + 0.031*"core" + 0.027*"copi" + 0.025*"test" + 0.022*"type" + 0.019*"desktop" + 0.016*"intellij" Topic: 81 Words: 0.161*"java" + 0.053*"intellij" + 0.039*"impl" + 0.031*"openapi" + 0.029*"jetbrain" + 0.025*"imag" + 0.023*"python" + 0.022*"util" + 0.020*"step" + 0.017*"desktop" Topic: 82 Words: 0.027*"imag" + 0.024*"offici" + 0.023*"valu" + 0.019*"repositori" + 0.019*"file" + 0.019*"version" + 0.019*"jetbrain" + 0.019*"instal" + 0.018*"generat" + 0.017*"creat" Topic: 83 Words: 0.111*"wrap" + 0.057*"basic" + 0.048*"proper" + 0.047*"indent" + 0.037*"hard" + 0.036*"style" + 0.035*"write" + 0.033*"imag" + 0.033*"add" + 0.030*"space" Topic: 84 Words: 0.045*"unknown" + 0.044*"octob" + 0.035*"path" + 0.025*"code" + 0.024*"java" + 0.022*"titl" + 0.019*"warn" + 0.017*"import" + 0.015*"build" + 0.013*"jetbrain" Topic: 85 Words: 0.202*"numpi" + 0.099*"build" + 0.060*"test" + 0.057*"core" + 0.047*"copi" + 0.044*"wheel" + 0.038*"includ" + 0.030*"distutil" + 0.020*"type" + 0.015*"random" Topic: 86 Words: 0.092*"case" + 0.052*"class" + 0.041*"type" + 0.037*"python" + 0.035*"import" + 0.032*"return" + 0.030*"linux" + 0.029*"suggest" + 0.027*"method" + 0.026*"print" Topic: 87 Words: 0.169*"type" + 0.052*"list" + 0.051*"iter" + 0.040*"import" + 0.038*"generic" + 0.038*"expect" + 0.033*"error" + 0.029*"return" + 0.028*"match" + 0.025*"datetim" Topic: 88 Words: 0.094*"python" + 0.074*"file" + 0.047*"user" + 0.043*"line" + 0.030*"jetbrain" + 0.027*"helper" + 0.026*"plugin" + 0.024*"pydev" + 0.019*"support" + 0.017*"argv" Topic: 89 Words: 0.044*"numpi" + 0.043*"help" + 0.036*"python" + 0.029*"file" + 0.028*"build" + 0.025*"plugin" + 0.022*"line" + 0.022*"helper" + 0.022*"test" + 0.021*"pydev" Topic: 90 Words: 0.203*"class" + 0.171*"pass" + 0.144*"self" + 0.066*"python" + 0.053*"step" + 0.050*"result" + 0.047*"reproduc" + 0.046*"metaclass" + 0.042*"renam" + 0.037*"expect" Topic: 91 Words: 0.077*"https" + 0.076*"simpl" + 0.057*"file" + 0.052*"setuptool" + 0.038*"dockerfil" + 0.035*"fastapi" + 0.028*"imag" + 0.026*"packag" + 0.025*"find" + 0.021*"pypi" Topic: 92 Words: 0.173*"numpi" + 0.114*"build" + 0.090*"core" + 0.063*"test" + 0.060*"copi" + 0.036*"wheel" + 0.029*"includ" + 0.028*"java" + 0.025*"distutil" + 0.014*"type" Topic: 93 Words: 0.495*"indic" + 0.030*"would" + 0.025*"cell" + 0.016*"execut" + 0.016*"consol" + 0.016*"editor" + 0.013*"process" + 0.012*"take" + 0.012*"python" + 0.011*"result" Topic: 94 Words: 0.071*"librari" + 0.062*"aarch" + 0.057*"work" + 0.040*"find" + 0.040*"prefer" + 0.040*"cod" + 0.039*"autodetect" + 0.039*"automat" + 0.034*"reproduc" + 0.033*"screen" Topic: 95 Words: 0.073*"https" + 0.060*"setuptool" + 0.053*"file" + 0.038*"packag" + 0.037*"link" + 0.036*"index" + 0.030*"pypi" + 0.029*"java" + 0.026*"simpl" + 0.024*"info" Topic: 96 Words: 0.045*"compon" + 0.043*"result" + 0.040*"version" + 0.035*"runtim" + 0.031*"plugin" + 0.031*"type" + 0.028*"search" + 0.027*"older" + 0.025*"typeerror" + 0.024*"detect" Topic: 97 Words: 0.361*"self" + 0.180*"class" + 0.108*"method" + 0.056*"pass" + 0.042*"call" + 0.039*"python" + 0.034*"result" + 0.025*"think" + 0.021*"reproduc" + 0.020*"step" Topic: 98 Words: 0.063*"await" + 0.060*"exampl" + 0.038*"code" + 0.030*"class" + 0.030*"expect" + 0.025*"type" + 0.024*"result" + 0.024*"python" + 0.022*"name" + 0.018*"self" Topic: 99 Words: 0.351*"object" + 0.089*"name" + 0.071*"class" + 0.049*"type" + 0.031*"real" + 0.021*"import" + 0.018*"also" + 0.015*"iter" + 0.014*"imag" + 0.013*"screenshot" Topic: 100 Words: 0.015*"work" + 0.013*"find" + 0.012*"java" + 0.012*"thing" + 0.012*"preview" + 0.010*"invalid" + 0.009*"index" + 0.009*"differ" + 0.009*"intellij" + 0.009*"file" Topic: 101 Words: 0.175*"setuptool" + 0.131*"https" + 0.081*"file" + 0.076*"pypi" + 0.068*"link" + 0.063*"simpl" + 0.058*"packag" + 0.048*"skip" + 0.046*"sourc" + 0.027*"version" Topic: 102 Words: 0.093*"user" + 0.081*"jetbrain" + 0.073*"plugin" + 0.073*"appdata" + 0.072*"helper" + 0.070*"python" + 0.068*"local" + 0.062*"app" + 0.061*"toolbox" + 0.053*"typesh" Topic: 103 Words: 0.089*"environ" + 0.060*"python" + 0.058*"virtual" + 0.058*"termin" + 0.049*"yield" + 0.043*"actual" + 0.042*"name" + 0.038*"identifi" + 0.036*"interpret" + 0.034*"option" Topic: 104 Words: 0.091*"python" + 0.057*"content" + 0.049*"virtual" + 0.048*"environ" + 0.045*"result" + 0.043*"step" + 0.035*"numpi" + 0.034*"creat" + 0.033*"version" + 0.030*"show" Topic: 105 Words: 0.152*"model" + 0.130*"user" + 0.052*"python" + 0.041*"jetbrain" + 0.032*"class" + 0.030*"librari" + 0.028*"import" + 0.027*"code" + 0.024*"name" + 0.019*"say" Topic: 106 Words: 0.110*"self" + 0.083*"return" + 0.080*"result" + 0.076*"callabl" + 0.062*"typevar" + 0.050*"type" + 0.046*"generic" + 0.035*"object" + 0.034*"model" + 0.026*"import" Topic: 107 Words: 0.181*"valid" + 0.100*"jetbrain" + 0.092*"self" + 0.036*"type" + 0.024*"plugin" + 0.021*"code" + 0.018*"class" + 0.018*"method" + 0.015*"hint" + 0.015*"warn" Topic: 108 Words: 0.189*"stdout" + 0.079*"encod" + 0.068*"doc" + 0.066*"softwar" + 0.064*"stderr" + 0.042*"creat" + 0.030*"work" + 0.027*"file" + 0.023*"behavior" + 0.020*"call" Topic: 109 Words: 0.077*"state" + 0.068*"cannot" + 0.057*"machin" + 0.045*"setuptool" + 0.040*"creat" + 0.040*"interpret" + 0.037*"https" + 0.026*"remot" + 0.026*"file" + 0.020*"packag" Topic: 110 Words: 0.088*"slow" + 0.067*"take" + 0.064*"overal" + 0.063*"believ" + 0.056*"minut" + 0.045*"window" + 0.043*"https" + 0.041*"anoth" + 0.033*"python" + 0.031*"much" Topic: 111 Words: 0.524*"real" + 0.094*"type" + 0.029*"give" + 0.025*"python" + 0.018*"iter" + 0.013*"code" + 0.008*"build" + 0.008*"generic" + 0.008*"expect" + 0.007*"return" Topic: 112 Words: 0.115*"clickabl" + 0.074*"hostnam" + 0.071*"error" + 0.066*"appli" + 0.056*"python" + 0.044*"file" + 0.038*"solut" + 0.037*"line" + 0.029*"link" + 0.021*"step" Topic: 113 Words: 0.104*"java" + 0.053*"setuptool" + 0.044*"intellij" + 0.040*"https" + 0.029*"file" + 0.020*"link" + 0.019*"pypi" + 0.018*"packag" + 0.016*"impl" + 0.016*"base" Topic: 114 Words: 0.069*"project" + 0.060*"debug" + 0.052*"test" + 0.040*"user" + 0.036*"fail" + 0.033*"python" + 0.033*"level" + 0.030*"info" + 0.030*"file" + 0.029*"mode" Topic: 115 Words: 0.126*"connect" + 0.076*"pycharm_help" + 0.072*"debugg" + 0.063*"pydev" + 0.038*"line" + 0.035*"port" + 0.030*"start_client" + 0.025*"file" + 0.024*"call" + 0.024*"wait" Topic: 116 Words: 0.186*"java" + 0.070*"intellij" + 0.031*"python" + 0.030*"impl" + 0.029*"util" + 0.028*"openapi" + 0.025*"base" + 0.025*"jetbrain" + 0.011*"desktop" + 0.011*"modul" Topic: 117 Words: 0.185*"python" + 0.153*"restart" + 0.096*"rider" + 0.076*"interpret" + 0.067*"set" + 0.045*"prior" + 0.040*"close" + 0.033*"result" + 0.031*"file" + 0.021*"project" Topic: 118 Words: 0.238*"posit" + 0.061*"correspond" + 0.057*"least" + 0.055*"appear" + 0.054*"cursor" + 0.052*"result" + 0.048*"cell" + 0.046*"actual" + 0.041*"step" + 0.031*"use" Topic: 119 Words: 0.074*"numpi" + 0.058*"build" + 0.031*"python" + 0.029*"core" + 0.025*"test" + 0.024*"copi" + 0.016*"valu" + 0.015*"wheel" + 0.015*"java" + 0.015*"type" Topic: 120 Words: 0.122*"parent" + 0.103*"warn" + 0.053*"result" + 0.045*"emit" + 0.042*"note" + 0.039*"type" + 0.039*"class" + 0.036*"step" + 0.036*"reproduc" + 0.031*"treat" Topic: 121 Words: 0.068*"type" + 0.044*"pytest" + 0.026*"python" + 0.025*"request" + 0.023*"file" + 0.023*"jetbrain" + 0.023*"fixtur" + 0.023*"parametr" + 0.022*"https" + 0.022*"return" Topic: 122 Words: 0.067*"better" + 0.047*"local" + 0.043*"code" + 0.039*"array" + 0.039*"remot" + 0.036*"interpret" + 0.033*"refer" + 0.032*"imag" + 0.032*"also" + 0.029*"much" Topic: 123 Words: 0.059*"python" + 0.035*"user" + 0.020*"interpret" + 0.018*"pytest" + 0.015*"plugin" + 0.015*"command" + 0.014*"process" + 0.013*"info" + 0.013*"pycharmproject" + 0.012*"applic" Topic: 124 Words: 0.120*"path" + 0.057*"map" + 0.057*"sever" + 0.037*"debug" + 0.037*"without" + 0.036*"data" + 0.033*"whitespac" + 0.031*"warn" + 0.031*"file" + 0.030*"consol" Topic: 125 Words: 0.133*"java" + 0.046*"intellij" + 0.031*"base" + 0.027*"impl" + 0.025*"util" + 0.023*"python" + 0.017*"jetbrain" + 0.017*"modul" + 0.016*"concurr" + 0.015*"openapi" Topic: 126 Words: 0.064*"password" + 0.042*"server" + 0.040*"allow" + 0.039*"connect" + 0.035*"intellij" + 0.023*"authent" + 0.023*"sever" + 0.020*"interact" + 0.018*"want" + 0.018*"detail" Topic: 127 Words: 0.150*"imag" + 0.072*"interpret" + 0.057*"process" + 0.053*"would" + 0.049*"python" + 0.041*"go" + 0.034*"point" + 0.024*"option" + 0.023*"script" + 0.022*"window" Topic: 128 Words: 0.033*"index" + 0.020*"java" + 0.018*"info" + 0.015*"plugin" + 0.012*"intellij" + 0.012*"jetbrain" + 0.007*"idea" + 0.007*"desktop" + 0.006*"impl" + 0.006*"user" Topic: 129 Words: 0.049*"work" + 0.047*"templat" + 0.043*"octob" + 0.038*"novemb" + 0.037*"expect" + 0.034*"date" + 0.031*"expir" + 0.031*"venv" + 0.031*"open" + 0.030*"set" Topic: 130 Words: 0.121*"numpi" + 0.083*"build" + 0.060*"core" + 0.052*"test" + 0.038*"copi" + 0.035*"sign" + 0.027*"includ" + 0.025*"wheel" + 0.016*"distutil" + 0.014*"python" Topic: 131 Words: 0.217*"java" + 0.093*"intellij" + 0.048*"impl" + 0.033*"desktop" + 0.032*"openapi" + 0.027*"jetbrain" + 0.022*"ideeventqueu" + 0.020*"util" + 0.017*"plugin" + 0.016*"base" Topic: 132 Words: 0.077*"paramet" + 0.050*"miss" + 0.047*"past" + 0.046*"therefor" + 0.039*"expect" + 0.039*"hello" + 0.030*"cancel" + 0.028*"part" + 0.024*"easili" + 0.024*"track" Topic: 133 Words: 0.030*"java" + 0.028*"find" + 0.025*"use" + 0.020*"refer" + 0.018*"entrypoint" + 0.017*"user" + 0.017*"debug" + 0.016*"venv" + 0.015*"librari" + 0.015*"remot" Topic: 134 Words: 0.081*"test" + 0.040*"specif" + 0.033*"user" + 0.032*"pytest" + 0.029*"run" + 0.027*"python" + 0.026*"appdata" + 0.023*"play" + 0.022*"coverag" + 0.021*"local" Topic: 135 Words: 0.055*"fixtur" + 0.052*"test" + 0.049*"numpi" + 0.045*"build" + 0.021*"core" + 0.020*"file" + 0.018*"name" + 0.014*"pass" + 0.014*"wheel" + 0.014*"copi" Topic: 136 Words: 0.119*"python" + 0.086*"ipython" + 0.061*"receiv" + 0.045*"interact" + 0.043*"none" + 0.039*"command" + 0.039*"venv" + 0.036*"default" + 0.030*"consol" + 0.025*"type" Topic: 137 Words: 0.061*"conda" + 0.036*"debug" + 0.035*"debugg" + 0.033*"main" + 0.029*"anaconda" + 0.029*"user" + 0.027*"configur" + 0.026*"connect" + 0.024*"interpret" + 0.024*"issu" Topic: 138 Words: 0.139*"build" + 0.138*"numpi" + 0.086*"core" + 0.061*"test" + 0.054*"copi" + 0.051*"wheel" + 0.035*"distutil" + 0.034*"includ" + 0.016*"random" + 0.015*"doubl" Topic: 139 Words: 0.117*"separ" + 0.099*"would" + 0.094*"inspect" + 0.065*"youtrack" + 0.060*"paramet" + 0.050*"issu" + 0.035*"still" + 0.033*"relat" + 0.031*"nice" + 0.031*"howev" Topic: 140 Words: 0.095*"avail" + 0.076*"custom" + 0.065*"differ" + 0.052*"venv" + 0.048*"locat" + 0.044*"librari" + 0.030*"build" + 0.029*"numpi" + 0.026*"indic" + 0.025*"prepar" Topic: 141 Words: 0.027*"cell" + 0.026*"execut" + 0.025*"consol" + 0.024*"editor" + 0.020*"underlin" + 0.020*"take" + 0.019*"place" + 0.018*"python" + 0.018*"still" + 0.018*"error" Topic: 142 Words: 0.116*"math" + 0.116*"param" + 0.078*"root" + 0.067*"demo" + 0.058*"self" + 0.050*"full" + 0.047*"import" + 0.045*"type" + 0.034*"print" + 0.024*"class" Topic: 143 Words: 0.105*"log" + 0.067*"warn" + 0.051*"screenshot" + 0.045*"argument" + 0.044*"erron" + 0.041*"code" + 0.040*"stop" + 0.037*"python" + 0.033*"attach" + 0.030*"result" Topic: 144 Words: 0.160*"ctrl" + 0.052*"creat" + 0.048*"throw" + 0.046*"line" + 0.039*"python" + 0.035*"consol" + 0.035*"shortcut" + 0.034*"howev" + 0.032*"imag" + 0.032*"project" Topic: 145 Words: 0.062*"summari" + 0.058*"detail" + 0.051*"content" + 0.046*"structur" + 0.042*"jetbrain" + 0.028*"paramet" + 0.027*"result" + 0.027*"demonstr" + 0.026*"refus" + 0.022*"file" Topic: 146 Words: 0.423*"subprocess" + 0.132*"pydevd" + 0.039*"import" + 0.023*"pydev" + 0.020*"python" + 0.015*"debugg" + 0.015*"https" + 0.012*"path" + 0.010*"intellij" + 0.009*"github" Topic: 147 Words: 0.072*"java" + 0.043*"self" + 0.037*"python" + 0.028*"jetbrain" + 0.023*"intellij" + 0.023*"consol" + 0.018*"file" + 0.018*"test" + 0.017*"impl" + 0.013*"util" Topic: 148 Words: 0.025*"file" + 0.021*"element" + 0.014*"numpi" + 0.012*"encod" + 0.012*"click" + 0.011*"debug" + 0.011*"doubl" + 0.011*"python" + 0.011*"notic" + 0.010*"creat" Topic: 149 Words: 0.065*"type" + 0.063*"stackoverflow" + 0.034*"paramet" + 0.033*"termin" + 0.032*"hand" + 0.024*"python" + 0.019*"numpi" + 0.016*"work" + 0.016*"return" + 0.015*"self" Topic: 150 Words: 0.178*"numpi" + 0.097*"build" + 0.050*"copi" + 0.049*"core" + 0.043*"wheel" + 0.035*"test" + 0.028*"includ" + 0.027*"java" + 0.021*"distutil" + 0.014*"type" Topic: 151 Words: 0.284*"float" + 0.061*"java" + 0.043*"python" + 0.034*"info" + 0.020*"type" + 0.019*"valu" + 0.017*"return" + 0.016*"assert" + 0.015*"jetbrain" + 0.014*"impl" Topic: 152 Words: 0.283*"googl" + 0.182*"bind" + 0.095*"stream" + 0.040*"java" + 0.030*"jetbrain" + 0.030*"intellij" + 0.027*"base" + 0.020*"file" + 0.014*"progress" + 0.013*"openapi" Topic: 153 Words: 0.086*"releas" + 0.066*"unabl" + 0.048*"prevent" + 0.046*"screen" + 0.042*"window" + 0.041*"jetbrain" + 0.040*"get" + 0.038*"upload" + 0.036*"issu" + 0.032*"linux" Topic: 154 Words: 0.273*"clone" + 0.047*"https" + 0.038*"number" + 0.038*"step" + 0.036*"pass" + 0.034*"fail" + 0.034*"project" + 0.025*"screenshot" + 0.022*"imag" + 0.022*"code" Topic: 155 Words: 0.086*"foobar" + 0.085*"stub" + 0.072*"index" + 0.036*"info" + 0.029*"fix" + 0.028*"progress" + 0.027*"display" + 0.027*"locat" + 0.027*"support" + 0.019*"user" Topic: 156 Words: 0.107*"visual" + 0.056*"file" + 0.033*"generat" + 0.032*"doubl" + 0.029*"https" + 0.029*"attach" + 0.028*"isinst" + 0.028*"ctrl" + 0.028*"imag" + 0.028*"link" Topic: 157 Words: 0.045*"jetbrain" + 0.033*"file" + 0.030*"java" + 0.027*"python" + 0.026*"debug" + 0.024*"imag" + 0.019*"user" + 0.016*"impl" + 0.015*"typeevalcontext" + 0.015*"intellij" Topic: 158 Words: 0.059*"preview" + 0.049*"window" + 0.045*"becom" + 0.044*"model" + 0.040*"subscript" + 0.038*"actual" + 0.036*"pane" + 0.026*"expect" + 0.025*"chang" + 0.024*"link" Topic: 159 Words: 0.053*"among" + 0.053*"error" + 0.041*"import" + 0.035*"generic" + 0.035*"type" + 0.026*"python" + 0.023*"union" + 0.021*"instead" + 0.019*"none" + 0.019*"like" Topic: 160 Words: 0.114*"type" + 0.081*"django" + 0.067*"union" + 0.051*"import" + 0.046*"log" + 0.037*"code" + 0.033*"expect" + 0.031*"manag" + 0.028*"result" + 0.027*"setup" Topic: 161 Words: 0.189*"languag" + 0.159*"automat" + 0.105*"highlight" + 0.083*"close" + 0.080*"intent" + 0.054*"inject" + 0.046*"syntax" + 0.030*"insert" + 0.030*"python" + 0.026*"make" Topic: 162 Words: 0.060*"script" + 0.051*"debug" + 0.042*"entrypoint" + 0.034*"python" + 0.032*"docker" + 0.030*"breakpoint" + 0.029*"file" + 0.027*"debugg" + 0.027*"jupyter_debug" + 0.024*"step" Topic: 163 Words: 0.060*"setuptool" + 0.043*"java" + 0.038*"https" + 0.028*"numpi" + 0.026*"build" + 0.025*"pypi" + 0.023*"intellij" + 0.022*"jetbrain" + 0.022*"file" + 0.021*"simpl" Topic: 164 Words: 0.072*"python" + 0.054*"print" + 0.025*"file" + 0.021*"line" + 0.019*"jetbrain" + 0.018*"process" + 0.017*"call" + 0.017*"java" + 0.015*"pydevd_cython" + 0.014*"self" Topic: 165 Words: 0.093*"node" + 0.054*"access" + 0.043*"error" + 0.042*"type" + 0.036*"assign" + 0.033*"ideal" + 0.028*"result" + 0.026*"observ" + 0.025*"like" + 0.021*"behaviour" Topic: 166 Words: 0.099*"folder" + 0.093*"open" + 0.055*"version" + 0.041*"file" + 0.040*"interpret" + 0.035*"fire" + 0.035*"page" + 0.027*"instal" + 0.025*"button" + 0.023*"bottom" Topic: 167 Words: 0.303*"sequenc" + 0.097*"silent" + 0.041*"chang" + 0.026*"type" + 0.022*"valu" + 0.019*"python" + 0.015*"case" + 0.014*"tupl" + 0.013*"imag" + 0.012*"impl" Topic: 168 Words: 0.179*"instanc" + 0.060*"self" + 0.045*"crash" + 0.043*"warn" + 0.041*"even" + 0.037*"element" + 0.036*"server" + 0.033*"result" + 0.031*"password" + 0.029*"type" Topic: 169 Words: 0.061*"intellij" + 0.057*"keyword" + 0.051*"jetbrain" + 0.043*"plugin" + 0.041*"window" + 0.037*"version" + 0.036*"build" + 0.032*"memori" + 0.031*"miss" + 0.028*"idea" Topic: 170 Words: 0.150*"project" + 0.099*"interpret" + 0.044*"select" + 0.034*"remov" + 0.033*"poetri" + 0.030*"python" + 0.030*"appli" + 0.024*"result" + 0.023*"file" + 0.022*"configur" Topic: 171 Words: 0.059*"numpi" + 0.058*"conda" + 0.036*"build" + 0.028*"packag" + 0.026*"core" + 0.023*"instal" + 0.022*"jetbrain" + 0.018*"test" + 0.017*"copi" + 0.017*"code" Topic: 172 Words: 0.097*"summari" + 0.090*"detail" + 0.078*"interpret" + 0.069*"result" + 0.056*"actual" + 0.037*"click" + 0.037*"expect" + 0.036*"first" + 0.036*"step" + 0.032*"reproduc" Topic: 173 Words: 0.117*"numpi" + 0.075*"core" + 0.057*"build" + 0.041*"copi" + 0.034*"test" + 0.030*"wheel" + 0.025*"file" + 0.021*"python" + 0.021*"sqlite" + 0.021*"includ" Topic: 174 Words: 0.164*"result" + 0.109*"definit" + 0.067*"expect" + 0.060*"mention" + 0.060*"symbol" + 0.057*"twice" + 0.054*"jump" + 0.043*"actual" + 0.041*"reproduc" + 0.031*"step" Topic: 175 Words: 0.118*"generic" + 0.106*"class" + 0.100*"typevar" + 0.090*"argument" + 0.058*"error" + 0.057*"unexpect" + 0.047*"type" + 0.039*"print" + 0.032*"self" + 0.031*"dataclass" Topic: 176 Words: 0.043*"miss" + 0.029*"rais" + 0.028*"line" + 0.026*"press" + 0.025*"idea" + 0.024*"appear" + 0.022*"warn" + 0.022*"imag" + 0.021*"function" + 0.021*"might" Topic: 177 Words: 0.014*"file" + 0.007*"python" + 0.005*"line" + 0.005*"pydev" + 0.005*"import" + 0.005*"plugin" + 0.005*"pyqt" + 0.004*"matplotlib" + 0.004*"program" + 0.004*"jetbrain" Topic: 178 Words: 0.179*"format" + 0.118*"argument" + 0.094*"option" + 0.088*"long" + 0.077*"java" + 0.067*"python" + 0.061*"intellij" + 0.035*"method" + 0.034*"call" + 0.029*"open" Topic: 179 Words: 0.113*"setuptool" + 0.112*"https" + 0.082*"file" + 0.063*"packag" + 0.049*"link" + 0.049*"pypi" + 0.042*"sourc" + 0.040*"simpl" + 0.028*"skip" + 0.028*"none" Topic: 180 Words: 0.133*"debugg" + 0.104*"print" + 0.093*"randint" + 0.062*"unrespons" + 0.062*"rapid" + 0.047*"import" + 0.039*"random" + 0.037*"python" + 0.032*"dtype" + 0.032*"consumpt" Topic: 181 Words: 0.092*"freez" + 0.041*"time" + 0.040*"issu" + 0.037*"express" + 0.035*"error" + 0.035*"occasion" + 0.034*"kill" + 0.031*"caus" + 0.030*"window" + 0.026*"auto" Topic: 182 Words: 0.045*"numpi" + 0.027*"warn" + 0.026*"build" + 0.021*"test" + 0.019*"file" + 0.018*"instead" + 0.018*"expect" + 0.017*"core" + 0.016*"jetbrain" + 0.015*"python" Topic: 183 Words: 0.035*"cell" + 0.023*"valu" + 0.021*"build" + 0.017*"https" + 0.016*"info" + 0.016*"widget" + 0.016*"setuptool" + 0.014*"numpi" + 0.014*"index" + 0.014*"line" Topic: 184 Words: 0.114*"java" + 0.056*"intellij" + 0.043*"impl" + 0.037*"openapi" + 0.025*"util" + 0.024*"base" + 0.021*"progress" + 0.016*"python" + 0.015*"jetbrain" + 0.014*"project" Topic: 185 Words: 0.018*"serial" + 0.018*"build" + 0.015*"jetbrain" + 0.014*"encod" + 0.013*"type" + 0.012*"import" + 0.012*"math" + 0.010*"time" + 0.010*"ideavim" + 0.010*"plugin" Topic: 186 Words: 0.105*"overload" + 0.072*"import" + 0.053*"ignor" + 0.046*"recommend" + 0.044*"first" + 0.039*"function" + 0.031*"whole" + 0.030*"pass" + 0.030*"type" + 0.030*"return" Topic: 187 Words: 0.153*"host" + 0.141*"remot" + 0.098*"download" + 0.085*"main" + 0.064*"debug" + 0.051*"breakpoint" + 0.048*"click" + 0.048*"result" + 0.038*"debugg" + 0.037*"possibl" Topic: 188 Words: 0.084*"json" + 0.073*"type" + 0.067*"version" + 0.053*"https" + 0.048*"place" + 0.037*"unexpect" + 0.035*"setuptool" + 0.030*"lambda" + 0.029*"cast" + 0.028*"result" Topic: 189 Words: 0.199*"none" + 0.096*"setuptool" + 0.078*"https" + 0.060*"overload" + 0.038*"simpl" + 0.032*"pypi" + 0.030*"file" + 0.029*"link" + 0.028*"packag" + 0.021*"sourc" Topic: 190 Words: 0.167*"item" + 0.062*"infer" + 0.050*"use" + 0.046*"correct" + 0.041*"project" + 0.034*"interpret" + 0.033*"python" + 0.033*"valu" + 0.028*"call" + 0.028*"variabl" Topic: 191 Words: 0.093*"file" + 0.070*"program" + 0.060*"python" + 0.056*"packag" + 0.053*"line" + 0.045*"local" + 0.033*"timeout" + 0.031*"site" + 0.031*"name" + 0.026*"self" Topic: 192 Words: 0.069*"list" + 0.046*"jetbrain" + 0.041*"fals" + 0.041*"connect" + 0.039*"item" + 0.039*"trace" + 0.039*"test" + 0.038*"key" + 0.036*"highlight" + 0.035*"soon" Topic: 193 Words: 0.072*"setuptool" + 0.058*"https" + 0.031*"packag" + 0.030*"file" + 0.025*"simpl" + 0.023*"pypi" + 0.023*"python" + 0.018*"link" + 0.018*"return" + 0.018*"skip" Topic: 194 Words: 0.102*"magic" + 0.075*"screen" + 0.061*"consol" + 0.051*"input" + 0.047*"sometim" + 0.037*"possibl" + 0.029*"ctrl" + 0.023*"cannot" + 0.023*"output" + 0.022*"use" Topic: 195 Words: 0.173*"start" + 0.164*"process" + 0.067*"finish" + 0.045*"pydev" + 0.041*"import" + 0.037*"util" + 0.034*"python" + 0.033*"print" + 0.029*"code" + 0.028*"self" Topic: 196 Words: 0.075*"java" + 0.075*"python" + 0.035*"file" + 0.027*"codec" + 0.024*"line" + 0.023*"jetbrain" + 0.023*"intellij" + 0.022*"error" + 0.017*"impl" + 0.017*"lambda" Topic: 197 Words: 0.136*"select" + 0.103*"execut" + 0.102*"consol" + 0.094*"past" + 0.078*"result" + 0.048*"highlight" + 0.040*"code" + 0.038*"line" + 0.032*"python" + 0.031*"reproduc" Topic: 198 Words: 0.419*"flask" + 0.060*"exec" + 0.048*"file" + 0.036*"start" + 0.030*"python" + 0.022*"help" + 0.019*"result" + 0.017*"line" + 0.014*"test" + 0.010*"execut" Topic: 199 Words: 0.252*"packag" + 0.251*"imag" + 0.082*"variant" + 0.054*"exampl" + 0.028*"suggest" + 0.025*"https" + 0.018*"import" + 0.013*"first" + 0.012*"type" + 0.011*"setuptool" Topic: 200 Words: 0.144*"view" + 0.130*"week" + 0.044*"next" + 0.025*"issu" + 0.023*"setuptool" + 0.020*"https" + 0.014*"pypi" + 0.013*"line" + 0.013*"column" + 0.012*"datafram" Topic: 201 Words: 0.161*"test" + 0.106*"build" + 0.088*"numpi" + 0.077*"option" + 0.036*"django" + 0.030*"core" + 0.027*"copi" + 0.023*"breakpoint" + 0.021*"wheel" + 0.018*"includ" Topic: 202 Words: 0.077*"import" + 0.068*"result" + 0.038*"attach" + 0.037*"expect" + 0.036*"record" + 0.032*"log" + 0.032*"reproduc" + 0.031*"actual" + 0.029*"step" + 0.028*"pleas" Topic: 203 Words: 0.088*"inner" + 0.059*"project" + 0.050*"docker" + 0.045*"featur" + 0.037*"compos" + 0.034*"build" + 0.032*"step" + 0.031*"disabl" + 0.026*"result" + 0.023*"reproduc" Topic: 204 Words: 0.132*"numpi" + 0.097*"build" + 0.065*"core" + 0.040*"test" + 0.031*"copi" + 0.025*"includ" + 0.021*"wheel" + 0.015*"distutil" + 0.013*"random" + 0.012*"type" Topic: 205 Words: 0.189*"annoy" + 0.047*"numpi" + 0.045*"build" + 0.042*"test" + 0.029*"copi" + 0.026*"core" + 0.022*"result" + 0.017*"modul" + 0.017*"time" + 0.016*"wheel" Topic: 206 Words: 0.095*"project" + 0.058*"file" + 0.057*"idea" + 0.050*"input" + 0.038*"screen" + 0.037*"issu" + 0.036*"jetbrain" + 0.029*"name" + 0.028*"could" + 0.027*"keep" Topic: 207 Words: 0.088*"file" + 0.074*"python" + 0.073*"line" + 0.059*"site" + 0.056*"packag" + 0.052*"self" + 0.043*"pluggi" + 0.027*"project" + 0.027*"hook" + 0.027*"return" Topic: 208 Words: 0.109*"rout" + 0.035*"file" + 0.026*"underlin" + 0.024*"error" + 0.023*"certain" + 0.021*"expect" + 0.017*"python" + 0.016*"result" + 0.016*"import" + 0.016*"type" Topic: 209 Words: 0.078*"show" + 0.061*"pipenv" + 0.058*"execut" + 0.051*"data" + 0.038*"particular" + 0.030*"moment" + 0.026*"work" + 0.026*"item" + 0.026*"python" + 0.026*"self" Topic: 210 Words: 0.086*"idea" + 0.086*"plugin" + 0.061*"lang" + 0.051*"grepconsol" + 0.050*"meanmail" + 0.035*"intellij" + 0.031*"github" + 0.025*"info" + 0.024*"dotenv" + 0.023*"build" Topic: 211 Words: 0.070*"line" + 0.042*"window" + 0.042*"delet" + 0.036*"python" + 0.036*"follow" + 0.033*"type" + 0.028*"pyplot" + 0.028*"screen" + 0.025*"matplotlib" + 0.024*"return" Topic: 212 Words: 0.138*"java" + 0.079*"intellij" + 0.055*"impl" + 0.054*"base" + 0.042*"openapi" + 0.029*"loader" + 0.025*"util" + 0.024*"progress" + 0.022*"behav" + 0.019*"error" Topic: 213 Words: 0.163*"html" + 0.123*"script" + 0.115*"insid" + 0.088*"select" + 0.082*"bodi" + 0.044*"block" + 0.044*"logic" + 0.041*"return" + 0.034*"place" + 0.032*"function" Topic: 214 Words: 0.496*"andrey" + 0.072*"python" + 0.040*"local" + 0.032*"home" + 0.025*"stack" + 0.024*"file" + 0.023*"generat" + 0.020*"line" + 0.019*"write" + 0.012*"helper" Topic: 215 Words: 0.176*"mark" + 0.069*"project" + 0.066*"oper" + 0.052*"default" + 0.040*"linux" + 0.039*"keep" + 0.024*"show" + 0.021*"code" + 0.020*"enter" + 0.018*"version" Topic: 216 Words: 0.053*"info" + 0.046*"python" + 0.045*"param" + 0.044*"librari" + 0.043*"shell" + 0.042*"user" + 0.033*"error" + 0.029*"docstr" + 0.026*"forc" + 0.026*"take" Topic: 217 Words: 0.225*"fals" + 0.108*"natur" + 0.058*"self" + 0.034*"error" + 0.030*"file" + 0.028*"highlight" + 0.028*"creation" + 0.028*"statement" + 0.027*"rais" + 0.025*"param" Topic: 218 Words: 0.001*"tini" + 0.001*"total" + 0.001*"privat" + 0.001*"tabl" + 0.001*"ticket" + 0.001*"minut" + 0.001*"invokeandwait" + 0.001*"actionperform" + 0.001*"dump" + 0.001*"visibl" Topic: 219 Words: 0.103*"option" + 0.078*"result" + 0.061*"iter" + 0.041*"expect" + 0.040*"point" + 0.040*"type" + 0.033*"reproduc" + 0.032*"actual" + 0.030*"step" + 0.025*"none" Topic: 220 Words: 0.080*"file" + 0.061*"contain" + 0.040*"folder" + 0.024*"expect" + 0.021*"click" + 0.020*"right" + 0.019*"imag" + 0.016*"https" + 0.015*"test" + 0.014*"start" Topic: 221 Words: 0.053*"https" + 0.038*"librari" + 0.036*"setuptool" + 0.029*"packag" + 0.027*"file" + 0.026*"archiv" + 0.025*"find" + 0.022*"pypi" + 0.022*"simpl" + 0.020*"numpi" Topic: 222 Words: 0.184*"fold" + 0.066*"miss" + 0.050*"block" + 0.046*"result" + 0.045*"line" + 0.029*"definit" + 0.028*"step" + 0.028*"expect" + 0.027*"reproduc" + 0.024*"modifi" Topic: 223 Words: 0.179*"home" + 0.084*"client" + 0.069*"env" + 0.052*"file" + 0.044*"self" + 0.037*"line" + 0.034*"typeerror" + 0.026*"python" + 0.024*"connect" + 0.019*"type" Topic: 224 Words: 0.116*"test" + 0.080*"result" + 0.070*"workaround" + 0.056*"actual" + 0.055*"true" + 0.051*"run" + 0.045*"fals" + 0.037*"screen" + 0.036*"expect" + 0.036*"reproduc" Topic: 225 Words: 0.160*"java" + 0.123*"intellij" + 0.084*"util" + 0.028*"openapi" + 0.024*"base" + 0.024*"impl" + 0.017*"python" + 0.016*"applic" + 0.016*"jetbrain" + 0.015*"setuptool" Topic: 226 Words: 0.256*"java" + 0.053*"base" + 0.051*"util" + 0.040*"intellij" + 0.031*"concurr" + 0.030*"impl" + 0.025*"openapi" + 0.021*"jetbrain" + 0.021*"executor" + 0.019*"python" Topic: 227 Words: 0.080*"python" + 0.038*"currentthread" + 0.038*"file" + 0.033*"pydevd_cython" + 0.026*"script" + 0.025*"jetbrain" + 0.024*"pydev" + 0.023*"multiproc" + 0.020*"current_thread" + 0.019*"modul" Topic: 228 Words: 0.110*"build" + 0.090*"maco" + 0.066*"dynam" + 0.059*"evolut" + 0.035*"server" + 0.032*"novemb" + 0.031*"runtim" + 0.029*"code" + 0.027*"open" + 0.026*"core" Topic: 229 Words: 0.226*"setuptool" + 0.131*"https" + 0.082*"file" + 0.076*"link" + 0.074*"simpl" + 0.071*"pypi" + 0.069*"skip" + 0.068*"packag" + 0.047*"sourc" + 0.030*"none" Topic: 230 Words: 0.256*"line" + 0.065*"anaconda" + 0.052*"site" + 0.048*"modul" + 0.045*"file" + 0.037*"object" + 0.032*"call" + 0.032*"traceback" + 0.029*"python" + 0.028*"http" Topic: 231 Words: 0.134*"modul" + 0.087*"intellij" + 0.068*"idea" + 0.049*"info" + 0.043*"plugin" + 0.036*"index" + 0.029*"python" + 0.028*"jetbrain" + 0.024*"add" + 0.021*"project" Topic: 232 Words: 0.270*"someth" + 0.184*"callabl" + 0.059*"return" + 0.051*"import" + 0.048*"type" + 0.032*"python" + 0.031*"propos" + 0.026*"test" + 0.018*"highlight" + 0.017*"help" Topic: 233 Words: 0.119*"compat" + 0.079*"interfac" + 0.072*"anoth" + 0.071*"write" + 0.043*"inspect" + 0.030*"numpi" + 0.027*"expect" + 0.024*"warn" + 0.023*"imag" + 0.015*"type" Topic: 234 Words: 0.138*"fair" + 0.025*"java" + 0.025*"remot" + 0.013*"python" + 0.012*"task" + 0.012*"host" + 0.011*"instal" + 0.011*"intellij" + 0.011*"connect" + 0.010*"wrong" Topic: 235 Words: 0.119*"nbsp" + 0.032*"parenthesi" + 0.029*"python" + 0.021*"line" + 0.020*"file" + 0.019*"result" + 0.017*"project" + 0.014*"work" + 0.014*"redund" + 0.014*"remov" Topic: 236 Words: 0.085*"cdef" + 0.060*"jetbrain" + 0.045*"intellij" + 0.045*"runtim" + 0.042*"team" + 0.042*"cython" + 0.036*"window" + 0.031*"want" + 0.029*"make" + 0.029*"say" Topic: 237 Words: 0.439*"warn" + 0.069*"show" + 0.065*"type" + 0.041*"case" + 0.037*"pass" + 0.027*"self" + 0.025*"class" + 0.024*"weak" + 0.023*"chang" + 0.021*"octob" Topic: 238 Words: 0.091*"java" + 0.084*"intellij" + 0.059*"jetbrain" + 0.058*"progress" + 0.040*"plugin" + 0.036*"openapi" + 0.028*"impl" + 0.027*"python" + 0.026*"base" + 0.025*"lang" Topic: 239 Words: 0.065*"refer" + 0.064*"initi" + 0.054*"none" + 0.052*"full" + 0.034*"could" + 0.033*"someth" + 0.027*"generat" + 0.024*"string" + 0.023*"fragment" + 0.022*"along" Topic: 240 Words: 0.028*"list" + 0.025*"type" + 0.019*"ndarray" + 0.017*"return" + 0.015*"numpi" + 0.014*"infer" + 0.012*"valu" + 0.010*"whatev" + 0.010*"class" + 0.009*"descript" Topic: 241 Words: 0.272*"docker" + 0.075*"compos" + 0.053*"engin" + 0.045*"generat" + 0.039*"also" + 0.034*"appear" + 0.030*"version" + 0.030*"contain" + 0.027*"work" + 0.027*"fine" Topic: 242 Words: 0.160*"set" + 0.133*"screen" + 0.113*"start" + 0.071*"retina" + 0.071*"anyth" + 0.049*"jetbrain" + 0.049*"defin" + 0.041*"project" + 0.035*"messag" + 0.030*"pycharmproject" Topic: 243 Words: 0.128*"charact" + 0.083*"main" + 0.064*"meanwhil" + 0.056*"infer" + 0.054*"print" + 0.037*"without" + 0.035*"loop" + 0.034*"redeclar" + 0.033*"defin" + 0.033*"exit" Topic: 244 Words: 0.097*"except" + 0.078*"debugg" + 0.050*"breakpoint" + 0.037*"stop" + 0.032*"debug" + 0.032*"togeth" + 0.029*"break" + 0.027*"time" + 0.025*"result" + 0.024*"thread" Topic: 245 Words: 0.375*"param" + 0.078*"environ" + 0.076*"myproject" + 0.067*"test" + 0.047*"give" + 0.029*"return" + 0.028*"altern" + 0.023*"overrid" + 0.020*"els" + 0.019*"invalid" Topic: 246 Words: 0.119*"https" + 0.093*"setuptool" + 0.059*"file" + 0.051*"link" + 0.043*"packag" + 0.040*"simpl" + 0.036*"pypi" + 0.032*"skip" + 0.028*"none" + 0.027*"sourc" Topic: 247 Words: 0.049*"java" + 0.041*"index" + 0.033*"intellij" + 0.028*"info" + 0.020*"jetbrain" + 0.017*"type" + 0.017*"plugin" + 0.014*"class" + 0.013*"impl" + 0.011*"warn" Topic: 248 Words: 0.088*"mock" + 0.088*"restor" + 0.027*"line" + 0.022*"expect" + 0.020*"default" + 0.019*"self" + 0.019*"test" + 0.019*"file" + 0.018*"type" + 0.014*"plugin" Topic: 249 Words: 0.156*"base" + 0.114*"test" + 0.079*"sqlalchemi" + 0.049*"class" + 0.039*"instal" + 0.032*"use" + 0.022*"yaml" + 0.022*"integ" + 0.021*"mypi" + 0.021*"result" Topic: 250 Words: 0.137*"updat" + 0.050*"press" + 0.047*"switch" + 0.040*"version" + 0.038*"side" + 0.033*"highlight" + 0.031*"result" + 0.029*"avail" + 0.027*"system" + 0.027*"expect" Topic: 251 Words: 0.148*"setuptool" + 0.119*"https" + 0.078*"file" + 0.063*"pypi" + 0.062*"packag" + 0.055*"simpl" + 0.051*"link" + 0.037*"skip" + 0.032*"none" + 0.031*"sourc" Topic: 252 Words: 0.105*"hello" + 0.052*"choos" + 0.051*"use" + 0.042*"option" + 0.041*"call" + 0.035*"attach" + 0.033*"case" + 0.030*"django" + 0.030*"python" + 0.025*"docker" Topic: 253 Words: 0.127*"class" + 0.102*"meta" + 0.060*"test" + 0.052*"inspect" + 0.051*"type" + 0.034*"consid" + 0.031*"rather" + 0.031*"refer" + 0.030*"resolv" + 0.030*"follow" Topic: 254 Words: 0.258*"self" + 0.080*"connect" + 0.071*"argv" + 0.047*"code" + 0.043*"import" + 0.038*"reload" + 0.031*"window" + 0.031*"trigger" + 0.030*"pyqt" + 0.020*"http" Topic: 255 Words: 0.154*"setuptool" + 0.095*"https" + 0.066*"packag" + 0.052*"file" + 0.049*"link" + 0.048*"pypi" + 0.047*"simpl" + 0.032*"skip" + 0.031*"none" + 0.031*"sourc" Topic: 256 Words: 0.100*"run" + 0.095*"rang" + 0.090*"termin" + 0.067*"close" + 0.056*"window" + 0.045*"select" + 0.041*"print" + 0.040*"process" + 0.034*"project" + 0.029*"breakpoint" Topic: 257 Words: 0.030*"build" + 0.028*"complet" + 0.027*"version" + 0.024*"import" + 0.017*"static" + 0.016*"would" + 0.016*"type" + 0.016*"print" + 0.016*"expect" + 0.016*"warn" Topic: 258 Words: 0.061*"class" + 0.041*"base" + 0.040*"mous" + 0.038*"case" + 0.029*"subclass" + 0.026*"expect" + 0.026*"result" + 0.025*"test" + 0.024*"match" + 0.021*"log" Topic: 259 Words: 0.112*"kwarg" + 0.104*"return" + 0.098*"arg" + 0.081*"self" + 0.050*"class" + 0.050*"classmethod" + 0.036*"base" + 0.024*"around" + 0.022*"howev" + 0.021*"print" Topic: 260 Words: 0.203*"field" + 0.125*"descript" + 0.081*"type" + 0.065*"tabl" + 0.059*"doc" + 0.050*"python" + 0.050*"googl" + 0.038*"https" + 0.035*"wrong" + 0.035*"latest" Topic: 261 Words: 0.063*"print" + 0.058*"incorrect" + 0.055*"els" + 0.046*"byte" + 0.036*"correct" + 0.034*"type" + 0.032*"generat" + 0.026*"result" + 0.026*"expect" + 0.023*"inlin" Topic: 262 Words: 0.025*"python" + 0.024*"file" + 0.024*"code" + 0.022*"karpov" + 0.019*"sergey" + 0.018*"step" + 0.017*"support" + 0.017*"self" + 0.017*"plugin" + 0.016*"reproduc" Topic: 263 Words: 0.100*"element" + 0.071*"setuptool" + 0.068*"resiz" + 0.043*"self" + 0.041*"https" + 0.039*"fals" + 0.027*"file" + 0.026*"simpl" + 0.024*"tag" + 0.023*"pypi" Topic: 264 Words: 0.029*"code" + 0.025*"setuptool" + 0.020*"python" + 0.018*"type" + 0.017*"venv" + 0.015*"execut" + 0.015*"consol" + 0.015*"cell" + 0.013*"expect" + 0.013*"https" Topic: 265 Words: 0.045*"editor" + 0.042*"build" + 0.033*"newli" + 0.027*"prefer" + 0.020*"maco" + 0.020*"self" + 0.019*"theme" + 0.019*"general" + 0.017*"copi" + 0.016*"workaround" Topic: 266 Words: 0.054*"name" + 0.027*"interpret" + 0.021*"deploy" + 0.020*"remot" + 0.016*"project" + 0.015*"config" + 0.014*"issu" + 0.011*"creation" + 0.011*"could" + 0.011*"chang" Topic: 267 Words: 0.105*"script" + 0.063*"output" + 0.048*"consol" + 0.030*"clear" + 0.028*"screen" + 0.022*"world" + 0.021*"use" + 0.020*"team" + 0.020*"imag" + 0.019*"activ" Topic: 268 Words: 0.506*"remot" + 0.047*"local" + 0.031*"easi" + 0.030*"receiv" + 0.029*"server" + 0.026*"particular" + 0.022*"messag" + 0.019*"build" + 0.015*"icon" + 0.013*"machin" Topic: 269 Words: 0.055*"line" + 0.032*"code" + 0.027*"execut" + 0.018*"debug" + 0.016*"result" + 0.015*"next" + 0.015*"step" + 0.014*"set" + 0.013*"file" + 0.013*"print" Topic: 270 Words: 0.101*"suggest" + 0.090*"like" + 0.086*"could" + 0.079*"translat" + 0.054*"option" + 0.049*"doc" + 0.047*"creat" + 0.045*"python" + 0.039*"topic" + 0.038*"comment" Topic: 271 Words: 0.200*"numpi" + 0.091*"whole" + 0.060*"popup" + 0.053*"librari" + 0.046*"complet" + 0.043*"build" + 0.030*"test" + 0.030*"ctrl" + 0.026*"core" + 0.020*"copi" Topic: 272 Words: 0.058*"save" + 0.057*"file" + 0.054*"output" + 0.046*"call" + 0.040*"inherit" + 0.036*"result" + 0.031*"profil" + 0.029*"consol" + 0.029*"user" + 0.027*"log" Topic: 273 Words: 0.184*"execut" + 0.073*"command" + 0.062*"editor" + 0.054*"python" + 0.049*"consol" + 0.033*"cannot" + 0.030*"cell" + 0.030*"launch" + 0.024*"take" + 0.023*"queue" Topic: 274 Words: 0.125*"home" + 0.092*"pydevd" + 0.067*"pydev" + 0.059*"patch" + 0.048*"python" + 0.034*"line" + 0.033*"multiproc" + 0.031*"file" + 0.028*"support" + 0.021*"modul" Topic: 275 Words: 0.212*"list" + 0.161*"type" + 0.155*"tupl" + 0.095*"infer" + 0.070*"result" + 0.055*"correct" + 0.045*"print" + 0.030*"expect" + 0.026*"step" + 0.025*"actual" Topic: 276 Words: 0.074*"java" + 0.040*"impl" + 0.040*"intellij" + 0.027*"setuptool" + 0.020*"openapi" + 0.018*"base" + 0.018*"https" + 0.016*"result" + 0.015*"jetbrain" + 0.013*"progress" Topic: 277 Words: 0.067*"content" + 0.049*"packag" + 0.049*"python" + 0.039*"result" + 0.036*"success" + 0.033*"type" + 0.031*"use" + 0.025*"tool" + 0.021*"expect" + 0.017*"file" Topic: 278 Words: 0.095*"setuptool" + 0.085*"https" + 0.059*"packag" + 0.053*"link" + 0.035*"pypi" + 0.034*"simpl" + 0.034*"file" + 0.032*"skip" + 0.025*"sourc" + 0.022*"version" Topic: 279 Words: 0.060*"setuptool" + 0.055*"texifyidea" + 0.055*"rubensten" + 0.044*"https" + 0.033*"packag" + 0.029*"build" + 0.027*"file" + 0.027*"core" + 0.024*"version" + 0.023*"sourc" Topic: 280 Words: 0.068*"issu" + 0.064*"result" + 0.063*"attach" + 0.048*"pytest" + 0.042*"program" + 0.041*"screenshot" + 0.038*"pleas" + 0.037*"screencast" + 0.036*"error" + 0.036*"sampl" Topic: 281 Words: 0.074*"font" + 0.061*"scroll" + 0.044*"coupl" + 0.041*"theme" + 0.033*"jetbrain" + 0.031*"chang" + 0.031*"look" + 0.022*"behavior" + 0.022*"obvious" + 0.021*"actual" Topic: 282 Words: 0.101*"setuptool" + 0.079*"https" + 0.040*"pypi" + 0.037*"link" + 0.037*"simpl" + 0.032*"skip" + 0.031*"file" + 0.030*"packag" + 0.022*"plugin" + 0.018*"none" Topic: 283 Words: 0.046*"interpret" + 0.044*"self" + 0.037*"result" + 0.033*"system" + 0.027*"inspect" + 0.027*"class" + 0.023*"typevar" + 0.020*"return" + 0.018*"type" + 0.016*"code" Topic: 284 Words: 0.063*"choos" + 0.055*"ubuntu" + 0.042*"file" + 0.036*"affect" + 0.031*"python" + 0.025*"interpret" + 0.023*"mayb" + 0.020*"instead" + 0.019*"project" + 0.017*"use" Topic: 285 Words: 0.072*"setuptool" + 0.071*"https" + 0.043*"pypi" + 0.041*"iter" + 0.035*"packag" + 0.032*"file" + 0.031*"link" + 0.028*"real" + 0.028*"sourc" + 0.025*"skip" Topic: 286 Words: 0.162*"java" + 0.101*"intellij" + 0.035*"openapi" + 0.033*"util" + 0.033*"base" + 0.033*"impl" + 0.019*"python" + 0.017*"requir" + 0.015*"jetbrain" + 0.013*"concurr" Topic: 287 Words: 0.024*"properti" + 0.023*"function" + 0.022*"plugin" + 0.020*"recogn" + 0.018*"test" + 0.018*"jetbrain" + 0.017*"version" + 0.016*"instead" + 0.016*"func" + 0.011*"build" Topic: 288 Words: 0.182*"three" + 0.067*"python" + 0.034*"file" + 0.025*"store" + 0.023*"still" + 0.022*"support" + 0.019*"content" + 0.018*"jetbrain" + 0.018*"screen" + 0.018*"project" Topic: 289 Words: 0.084*"manual" + 0.081*"though" + 0.081*"relev" + 0.081*"use" + 0.080*"often" + 0.080*"mention" + 0.057*"sens" + 0.051*"test" + 0.049*"python" + 0.031*"correspond" Topic: 290 Words: 0.159*"quot" + 0.153*"must" + 0.152*"usual" + 0.037*"none" + 0.017*"method" + 0.015*"python" + 0.014*"except" + 0.014*"ipython" + 0.012*"valu" + 0.012*"django" Topic: 291 Words: 0.186*"requir" + 0.103*"invok" + 0.082*"sync" + 0.081*"action" + 0.070*"creat" + 0.065*"python" + 0.051*"file" + 0.049*"actual" + 0.048*"make" + 0.047*"step" Topic: 292 Words: 0.037*"result" + 0.035*"function" + 0.030*"suppress" + 0.023*"except" + 0.018*"defin" + 0.017*"reproduc" + 0.015*"step" + 0.012*"expect" + 0.012*"happen" + 0.012*"java" Topic: 293 Words: 0.072*"file" + 0.039*"python" + 0.034*"stat" + 0.030*"program" + 0.026*"show" + 0.026*"flag" + 0.025*"jetbrain" + 0.024*"pydev" + 0.023*"line" + 0.023*"helper" Topic: 294 Words: 0.112*"collect" + 0.088*"import" + 0.059*"imag" + 0.058*"take" + 0.055*"size" + 0.042*"type" + 0.026*"inspect" + 0.022*"log" + 0.020*"problem" + 0.018*"use" Topic: 295 Words: 0.147*"equal" + 0.118*"less" + 0.092*"enter" + 0.063*"window" + 0.024*"expect" + 0.020*"step" + 0.019*"refresh" + 0.018*"quick" + 0.015*"java" + 0.015*"els" Topic: 296 Words: 0.072*"python" + 0.061*"clean" + 0.048*"toolwindow" + 0.043*"interpret" + 0.042*"name" + 0.041*"server" + 0.031*"repeat" + 0.030*"open" + 0.030*"coroutin" + 0.028*"project" Topic: 297 Words: 0.419*"annot" + 0.298*"typevar" + 0.049*"would" + 0.044*"advanc" + 0.030*"object" + 0.020*"expect" + 0.017*"thank" + 0.015*"import" + 0.014*"type" + 0.011*"class" Topic: 298 Words: 0.087*"common" + 0.072*"configur" + 0.057*"java" + 0.048*"column" + 0.044*"docker" + 0.042*"properti" + 0.032*"compos" + 0.031*"line" + 0.029*"mark" + 0.026*"intellij" Topic: 299 Words: 0.075*"profil" + 0.070*"build" + 0.069*"freez" + 0.067*"commit" + 0.065*"suspect" + 0.046*"attach" + 0.039*"provid" + 0.034*"unfortun" + 0.034*"sourc" + 0.034*"reproduc" Topic: 300 Words: 0.056*"next" + 0.055*"python" + 0.042*"result" + 0.041*"click" + 0.031*"header" + 0.030*"user" + 0.030*"empti" + 0.030*"expect" + 0.029*"sort" + 0.028*"leav" Topic: 301 Words: 0.099*"float" + 0.043*"python" + 0.037*"name" + 0.035*"import" + 0.032*"paramet" + 0.029*"type" + 0.021*"return" + 0.021*"follow" + 0.020*"markdown" + 0.019*"correct" Topic: 302 Words: 0.128*"error" + 0.083*"tag" + 0.080*"print" + 0.069*"valid" + 0.060*"code" + 0.029*"work" + 0.024*"whitespac" + 0.018*"correct" + 0.017*"expect" + 0.016*"warn" Topic: 303 Words: 0.052*"stdin" + 0.036*"python" + 0.032*"list" + 0.030*"numpi" + 0.027*"daemon" + 0.024*"type" + 0.019*"build" + 0.019*"termin" + 0.019*"result" + 0.017*"core" Topic: 304 Words: 0.128*"word" + 0.067*"split" + 0.055*"button" + 0.040*"self" + 0.033*"list" + 0.026*"python" + 0.025*"creat" + 0.024*"reproduc" + 0.022*"els" + 0.021*"instead" Topic: 305 Words: 0.187*"autocomplet" + 0.140*"take" + 0.056*"name" + 0.044*"arg" + 0.033*"instead" + 0.032*"type" + 0.031*"method" + 0.015*"python" + 0.014*"data" + 0.013*"properti" Topic: 306 Words: 0.136*"configur" + 0.097*"escap" + 0.075*"produc" + 0.058*"script" + 0.051*"issu" + 0.039*"charact" + 0.035*"disabl" + 0.034*"stdout" + 0.032*"emul" + 0.031*"expect" Topic: 307 Words: 0.078*"numpi" + 0.071*"build" + 0.046*"test" + 0.041*"core" + 0.029*"copi" + 0.016*"python" + 0.015*"distutil" + 0.012*"wheel" + 0.012*"self" + 0.011*"includ" Topic: 308 Words: 0.049*"build" + 0.042*"type" + 0.038*"plugin" + 0.034*"toolkit" + 0.029*"intellij" + 0.028*"result" + 0.027*"server" + 0.025*"plain" + 0.025*"function" + 0.020*"idea" Topic: 309 Words: 0.100*"setuptool" + 0.083*"https" + 0.067*"numpi" + 0.063*"file" + 0.049*"build" + 0.043*"simpl" + 0.035*"packag" + 0.034*"skip" + 0.033*"link" + 0.032*"core" Topic: 310 Words: 0.117*"python" + 0.046*"print" + 0.046*"resolv" + 0.044*"code" + 0.030*"result" + 0.027*"expect" + 0.026*"class" + 0.021*"fine" + 0.021*"nbsp" + 0.020*"flag" Topic: 311 Words: 0.293*"deprec" + 0.118*"currentthread" + 0.088*"none" + 0.063*"dummy_thread" + 0.061*"pydev" + 0.043*"current_thread" + 0.043*"python" + 0.038*"build" + 0.031*"pydevd" + 0.030*"thread" Topic: 312 Words: 0.070*"numpi" + 0.046*"lambda" + 0.043*"build" + 0.039*"core" + 0.031*"java" + 0.029*"type" + 0.028*"dict" + 0.025*"test" + 0.022*"copi" + 0.016*"includ" Topic: 313 Words: 0.095*"behav" + 0.056*"enter" + 0.026*"python" + 0.025*"debug" + 0.024*"thing" + 0.023*"numpi" + 0.021*"test" + 0.019*"use" + 0.019*"click" + 0.018*"name" Topic: 314 Words: 0.138*"color" + 0.074*"main" + 0.066*"profil" + 0.061*"enum" + 0.060*"show" + 0.037*"result" + 0.034*"press" + 0.032*"auto" + 0.030*"help" + 0.028*"print" Topic: 315 Words: 0.240*"name" + 0.084*"column" + 0.048*"result" + 0.044*"warn" + 0.036*"step" + 0.034*"python" + 0.034*"reproduc" + 0.028*"code" + 0.026*"expect" + 0.024*"unless" Topic: 316 Words: 0.147*"datafram" + 0.044*"sciview" + 0.044*"reproduc" + 0.039*"step" + 0.037*"open" + 0.035*"move" + 0.028*"result" + 0.027*"creat" + 0.024*"negat" + 0.024*"cursor" Topic: 317 Words: 0.253*"jupyt" + 0.094*"notebook" + 0.085*"base" + 0.056*"abl" + 0.055*"jetbrain" + 0.047*"server" + 0.046*"screen" + 0.029*"want" + 0.029*"interpret" + 0.024*"project" Topic: 318 Words: 0.134*"jupyt" + 0.057*"notebook" + 0.047*"execut" + 0.044*"server" + 0.042*"java" + 0.035*"jetbrain" + 0.034*"toolbar" + 0.034*"plugin" + 0.034*"python" + 0.026*"call" Topic: 319 Words: 0.069*"explor" + 0.056*"space" + 0.049*"screenshot" + 0.030*"clean" + 0.024*"name" + 0.024*"also" + 0.023*"build" + 0.023*"cannot" + 0.022*"memori" + 0.022*"openjdk" Topic: 320 Words: 0.152*"root" + 0.089*"directori" + 0.074*"modul" + 0.048*"sourc" + 0.047*"chang" + 0.042*"submodul" + 0.041*"encount" + 0.041*"python" + 0.038*"issu" + 0.031*"work" Topic: 321 Words: 0.042*"color" + 0.036*"type" + 0.027*"code" + 0.020*"liter" + 0.017*"python" + 0.016*"valu" + 0.015*"build" + 0.014*"complet" + 0.014*"green" + 0.013*"hint" Topic: 322 Words: 0.078*"kernel" + 0.067*"window" + 0.059*"focus" + 0.050*"result" + 0.048*"seem" + 0.044*"view" + 0.041*"status" + 0.040*"freez" + 0.039*"do" + 0.034*"icon" Topic: 323 Words: 0.267*"encod" + 0.060*"enum" + 0.057*"cryptographi" + 0.057*"lead" + 0.030*"node" + 0.028*"highlight" + 0.021*"serial" + 0.019*"type" + 0.016*"file" + 0.014*"typesh" Topic: 324 Words: 0.081*"particular" + 0.081*"search" + 0.081*"prefer" + 0.076*"come" + 0.056*"plugin" + 0.051*"appreci" + 0.033*"instal" + 0.026*"help" + 0.023*"thank" + 0.018*"build" Topic: 325 Words: 0.110*"java" + 0.102*"intellij" + 0.072*"complet" + 0.037*"codeinsight" + 0.033*"version" + 0.033*"appear" + 0.031*"screen" + 0.027*"index" + 0.026*"jetbrain" + 0.021*"window" Topic: 326 Words: 0.033*"log" + 0.032*"attach" + 0.028*"result" + 0.025*"pleas" + 0.019*"code" + 0.016*"imag" + 0.015*"run" + 0.014*"screencast" + 0.014*"break" + 0.014*"reproduc" Topic: 327 Words: 0.030*"doctest" + 0.022*"variabl" + 0.021*"frame" + 0.020*"test" + 0.017*"function" + 0.017*"problem" + 0.016*"jetbrain" + 0.016*"use" + 0.014*"name" + 0.013*"break" Topic: 328 Words: 0.511*"focus" + 0.309*"consol" + 0.020*"python" + 0.012*"creat" + 0.007*"issu" + 0.006*"window" + 0.004*"idea" + 0.004*"file" + 0.004*"search" + 0.003*"exist" Topic: 329 Words: 0.153*"stub" + 0.062*"creat" + 0.035*"latest" + 0.033*"python" + 0.033*"folder" + 0.030*"plugin" + 0.029*"function" + 0.027*"insid" + 0.022*"project" + 0.021*"option" Topic: 330 Words: 0.035*"inconveni" + 0.035*"narrow" + 0.027*"python" + 0.026*"especi" + 0.024*"creat" + 0.024*"specifi" + 0.024*"show" + 0.023*"project" + 0.021*"default" + 0.019*"want" Topic: 331 Words: 0.559*"stub" + 0.085*"creat" + 0.046*"project" + 0.042*"java" + 0.035*"directori" + 0.029*"result" + 0.026*"root" + 0.019*"plugin" + 0.014*"python" + 0.013*"actual" Topic: 332 Words: 0.124*"test" + 0.116*"arg" + 0.060*"comparison" + 0.060*"summari" + 0.051*"project" + 0.043*"error" + 0.037*"line" + 0.036*"step" + 0.025*"correct" + 0.022*"standard" Topic: 333 Words: 0.099*"otherwis" + 0.042*"java" + 0.031*"name" + 0.022*"intellij" + 0.020*"code" + 0.018*"variabl" + 0.017*"mark" + 0.016*"user" + 0.015*"type" + 0.013*"correct" Topic: 334 Words: 0.109*"consol" + 0.085*"python" + 0.074*"load" + 0.053*"open" + 0.053*"drive" + 0.049*"result" + 0.048*"screenshot" + 0.047*"creat" + 0.046*"step" + 0.042*"reproduc" Topic: 335 Words: 0.086*"minut" + 0.049*"second" + 0.039*"java" + 0.034*"take" + 0.029*"drive" + 0.029*"larg" + 0.028*"interact" + 0.020*"cach" + 0.018*"caus" + 0.017*"around" Topic: 336 Words: 0.208*"updat" + 0.107*"easi" + 0.088*"chang" + 0.056*"whenev" + 0.055*"weird" + 0.041*"work" + 0.040*"right" + 0.038*"code" + 0.027*"test" + 0.024*"configur" Topic: 337 Words: 0.305*"driver" + 0.096*"websit" + 0.078*"appear" + 0.055*"python" + 0.043*"problem" + 0.030*"howev" + 0.019*"complet" + 0.018*"self" + 0.012*"project" + 0.011*"reproduc" Topic: 338 Words: 0.120*"numpi" + 0.077*"build" + 0.059*"test" + 0.051*"core" + 0.047*"copi" + 0.035*"setuptool" + 0.030*"includ" + 0.027*"wheel" + 0.022*"file" + 0.019*"distutil" Topic: 339 Words: 0.276*"constant" + 0.038*"follow" + 0.036*"expect" + 0.027*"project" + 0.021*"list" + 0.020*"liter" + 0.020*"java" + 0.019*"python" + 0.016*"result" + 0.015*"line" Topic: 340 Words: 0.250*"depend" + 0.077*"modul" + 0.042*"python" + 0.034*"venv" + 0.025*"output" + 0.021*"packag" + 0.021*"pytest" + 0.019*"import" + 0.019*"test" + 0.018*"project" Topic: 341 Words: 0.366*"dict" + 0.113*"dictionari" + 0.045*"open" + 0.040*"type" + 0.028*"code" + 0.027*"reproduc" + 0.027*"result" + 0.026*"attach" + 0.024*"wrong" + 0.024*"possibl" Topic: 342 Words: 0.008*"valu" + 0.007*"sequenc" + 0.005*"type" + 0.003*"python" + 0.003*"tupl" + 0.003*"none" + 0.003*"func" + 0.003*"code" + 0.003*"annot" + 0.002*"instead" Topic: 343 Words: 0.074*"user" + 0.043*"local" + 0.038*"appdata" + 0.030*"python" + 0.030*"helper" + 0.028*"toolbox" + 0.026*"plugin" + 0.025*"jetbrain" + 0.023*"app" + 0.023*"librari" Topic: 344 Words: 0.113*"allow" + 0.089*"rest" + 0.069*"write" + 0.066*"version" + 0.064*"python" + 0.062*"permiss" + 0.057*"guid" + 0.057*"union" + 0.057*"accord" + 0.036*"exampl" Topic: 345 Words: 0.084*"queue" + 0.059*"warn" + 0.055*"definit" + 0.048*"dataclass" + 0.045*"result" + 0.043*"import" + 0.041*"event" + 0.041*"field" + 0.039*"actual" + 0.039*"expect" Topic: 346 Words: 0.062*"call" + 0.043*"file" + 0.043*"keyerror" + 0.042*"succeed" + 0.042*"welcom" + 0.042*"script" + 0.031*"need" + 0.028*"open" + 0.027*"pydev_ipython" + 0.026*"folder" Topic: 347 Words: 0.081*"entri" + 0.073*"modul" + 0.042*"public" + 0.041*"turn" + 0.038*"idea" + 0.037*"python" + 0.031*"print" + 0.030*"warn" + 0.028*"inspect" + 0.027*"extrem" Topic: 348 Words: 0.074*"convert" + 0.055*"tool" + 0.046*"like" + 0.046*"task" + 0.037*"window" + 0.032*"set" + 0.030*"enabl" + 0.029*"checkbox" + 0.026*"import" + 0.023*"collaps" Topic: 349 Words: 0.293*"liter" + 0.101*"type" + 0.039*"charact" + 0.038*"int" + 0.037*"editor" + 0.036*"get" + 0.030*"imag" + 0.019*"result" + 0.018*"reproduc" + 0.018*"none" Topic: 350 Words: 0.230*"java" + 0.091*"intellij" + 0.051*"openapi" + 0.047*"impl" + 0.029*"eventqueu" + 0.026*"desktop" + 0.022*"util" + 0.020*"applic" + 0.020*"ideeventqueu" + 0.018*"base" Topic: 351 Words: 0.184*"setuptool" + 0.110*"https" + 0.070*"file" + 0.062*"packag" + 0.059*"link" + 0.059*"simpl" + 0.051*"pypi" + 0.041*"skip" + 0.040*"sourc" + 0.027*"none" Topic: 352 Words: 0.112*"user" + 0.052*"string" + 0.051*"decor" + 0.044*"name" + 0.039*"return" + 0.031*"support" + 0.031*"self" + 0.028*"comment" + 0.028*"insight" + 0.027*"code" Topic: 353 Words: 0.255*"test" + 0.086*"numpi" + 0.063*"build" + 0.050*"class" + 0.032*"core" + 0.027*"copi" + 0.027*"type" + 0.026*"error" + 0.024*"generic" + 0.022*"wheel" Topic: 354 Words: 0.219*"nbsp" + 0.042*"python" + 0.037*"file" + 0.026*"project" + 0.019*"line" + 0.018*"venv" + 0.017*"rather" + 0.016*"pydev" + 0.015*"debugg" + 0.014*"plugin" Topic: 355 Words: 0.067*"python" + 0.056*"instal" + 0.048*"pydevconsol" + 0.048*"extens" + 0.047*"databas" + 0.040*"consol" + 0.033*"jetbrain" + 0.032*"zero" + 0.032*"cython" + 0.026*"error" Topic: 356 Words: 0.117*"local" + 0.071*"appdata" + 0.064*"python" + 0.060*"user" + 0.058*"toolbox" + 0.050*"jetbrain" + 0.044*"app" + 0.039*"plugin" + 0.038*"main" + 0.032*"helper" Topic: 357 Words: 0.266*"memori" + 0.058*"usag" + 0.045*"relat" + 0.043*"increas" + 0.041*"follow" + 0.039*"look" + 0.033*"stay" + 0.019*"even" + 0.018*"wrap" + 0.017*"upload" Topic: 358 Words: 0.107*"complet" + 0.087*"suggest" + 0.079*"suit" + 0.062*"result" + 0.060*"mark" + 0.057*"pytest" + 0.054*"import" + 0.049*"imag" + 0.045*"parametr" + 0.041*"type" Topic: 359 Words: 0.067*"django" + 0.058*"allow" + 0.041*"support" + 0.038*"set" + 0.035*"project" + 0.024*"result" + 0.023*"wrong" + 0.022*"https" + 0.021*"root" + 0.021*"imag" Topic: 360 Words: 0.073*"base" + 0.066*"unnam" + 0.063*"log" + 0.062*"super" + 0.045*"python" + 0.044*"class" + 0.039*"modul" + 0.038*"messag" + 0.031*"desktop" + 0.027*"jetbrain" Topic: 361 Words: 0.089*"numpi" + 0.068*"build" + 0.052*"core" + 0.051*"test" + 0.044*"copi" + 0.028*"wheel" + 0.026*"includ" + 0.021*"distutil" + 0.011*"random" + 0.010*"type" Topic: 362 Words: 0.316*"github" + 0.245*"https" + 0.198*"django" + 0.039*"sphinx" + 0.028*"toolbar" + 0.011*"python" + 0.011*"debug" + 0.010*"environ" + 0.006*"plugin" + 0.006*"librari" Topic: 363 Words: 0.141*"django" + 0.102*"howev" + 0.066*"support" + 0.061*"project" + 0.043*"includ" + 0.037*"back" + 0.031*"jetbrain" + 0.031*"setup" + 0.027*"option" + 0.027*"file" Topic: 364 Words: 0.069*"click" + 0.062*"screencast" + 0.056*"json" + 0.055*"auto" + 0.054*"leav" + 0.041*"code" + 0.040*"time" + 0.032*"password" + 0.030*"self" + 0.019*"enabl" Topic: 365 Words: 0.114*"xfce" + 0.058*"code" + 0.050*"python" + 0.042*"setuptool" + 0.038*"https" + 0.035*"file" + 0.033*"version" + 0.024*"instal" + 0.022*"core" + 0.018*"import" Topic: 366 Words: 0.178*"interpret" + 0.106*"set" + 0.084*"version" + 0.070*"file" + 0.069*"chang" + 0.060*"remot" + 0.054*"recogn" + 0.052*"obtain" + 0.049*"exist" + 0.042*"alreadi" Topic: 367 Words: 0.126*"shift" + 0.082*"limit" + 0.051*"control" + 0.045*"show" + 0.042*"accord" + 0.031*"restor" + 0.030*"error" + 0.027*"expect" + 0.023*"code" + 0.022*"chang" Topic: 368 Words: 0.098*"edit" + 0.079*"imag" + 0.072*"behaviour" + 0.067*"caret" + 0.060*"differ" + 0.056*"duplic" + 0.044*"multipl" + 0.043*"probabl" + 0.040*"actual" + 0.034*"expect" Topic: 369 Words: 0.158*"renam" + 0.101*"refactor" + 0.052*"self" + 0.039*"file" + 0.034*"none" + 0.029*"setuptool" + 0.026*"class" + 0.025*"https" + 0.020*"import" + 0.020*"packag" Topic: 370 Words: 0.061*"exampl" + 0.057*"pass" + 0.041*"list" + 0.039*"type" + 0.039*"param" + 0.036*"alway" + 0.031*"implement" + 0.030*"fals" + 0.026*"class" + 0.025*"keep" Topic: 371 Words: 0.158*"imag" + 0.066*"name" + 0.052*"project" + 0.050*"folder" + 0.046*"work" + 0.040*"window" + 0.037*"scope" + 0.035*"anoth" + 0.034*"shadow" + 0.034*"expect" Topic: 372 Words: 0.074*"java" + 0.047*"intellij" + 0.031*"index" + 0.030*"jetbrain" + 0.026*"python" + 0.021*"info" + 0.016*"class" + 0.014*"impl" + 0.014*"logger" + 0.012*"error" Topic: 373 Words: 0.066*"python" + 0.064*"test" + 0.048*"https" + 0.035*"setuptool" + 0.032*"doctest" + 0.030*"file" + 0.030*"index" + 0.027*"pytest" + 0.027*"reach" + 0.026*"doc" Topic: 374 Words: 0.115*"link" + 0.093*"matplotlib" + 0.063*"pysid" + 0.035*"text" + 0.034*"pyqt" + 0.033*"scipi" + 0.028*"open" + 0.026*"numpi" + 0.025*"tool" + 0.024*"addit" Topic: 375 Words: 0.040*"connect" + 0.034*"file" + 0.029*"upload" + 0.029*"server" + 0.019*"time" + 0.014*"jetbrain" + 0.013*"problem" + 0.013*"line" + 0.013*"pydev" + 0.013*"port" Topic: 376 Words: 0.165*"associ" + 0.110*"java" + 0.090*"theme" + 0.063*"intellij" + 0.031*"openapi" + 0.028*"result" + 0.027*"impl" + 0.017*"actual" + 0.015*"string" + 0.015*"expect" Topic: 377 Words: 0.107*"numpi" + 0.078*"build" + 0.047*"core" + 0.037*"test" + 0.029*"copi" + 0.022*"wheel" + 0.017*"includ" + 0.016*"distutil" + 0.015*"python" + 0.015*"creat" Topic: 378 Words: 0.225*"format" + 0.088*"string" + 0.078*"https" + 0.050*"setuptool" + 0.035*"file" + 0.026*"unsupport" + 0.024*"librari" + 0.024*"simpl" + 0.024*"pypi" + 0.023*"python" Topic: 379 Words: 0.069*"messag" + 0.067*"true" + 0.038*"copi" + 0.036*"stop" + 0.033*"error" + 0.031*"first" + 0.031*"solv" + 0.029*"multilin" + 0.027*"updat" + 0.025*"across" Topic: 380 Words: 0.059*"numpi" + 0.046*"line" + 0.045*"python" + 0.040*"handl" + 0.040*"build" + 0.036*"plantuml" + 0.030*"core" + 0.028*"self" + 0.027*"file" + 0.024*"werkzeug" Topic: 381 Words: 0.301*"tell" + 0.040*"noth" + 0.017*"code" + 0.017*"chang" + 0.015*"expect" + 0.014*"python" + 0.013*"autocomplet" + 0.013*"work" + 0.012*"know" + 0.011*"item" Topic: 382 Words: 0.160*"data" + 0.102*"path" + 0.100*"count" + 0.060*"import" + 0.044*"filenam" + 0.043*"pathlib" + 0.031*"format" + 0.030*"load" + 0.025*"python" + 0.025*"json" Topic: 383 Words: 0.157*"https" + 0.149*"setuptool" + 0.080*"pypi" + 0.058*"link" + 0.054*"simpl" + 0.053*"packag" + 0.048*"file" + 0.048*"skip" + 0.035*"none" + 0.030*"sourc" Topic: 384 Words: 0.209*"java" + 0.077*"intellij" + 0.044*"openapi" + 0.038*"impl" + 0.019*"python" + 0.018*"util" + 0.017*"desktop" + 0.016*"base" + 0.015*"ideeventqueu" + 0.015*"progress" Topic: 385 Words: 0.075*"file" + 0.070*"analyz" + 0.068*"sudden" + 0.065*"reinstal" + 0.033*"screenshot" + 0.021*"build" + 0.020*"python" + 0.020*"line" + 0.018*"jetbrain" + 0.017*"code" Topic: 386 Words: 0.144*"rust" + 0.047*"report" + 0.030*"stdlib" + 0.026*"version" + 0.025*"true" + 0.023*"appear" + 0.023*"python" + 0.019*"result" + 0.018*"file" + 0.015*"plugin" Topic: 387 Words: 0.115*"numpi" + 0.086*"build" + 0.057*"test" + 0.050*"core" + 0.031*"copi" + 0.026*"includ" + 0.025*"wheel" + 0.020*"distutil" + 0.020*"type" + 0.014*"setuptool" Topic: 388 Words: 0.109*"setuptool" + 0.069*"https" + 0.053*"pypi" + 0.050*"file" + 0.048*"packag" + 0.043*"simpl" + 0.041*"link" + 0.027*"skip" + 0.026*"none" + 0.022*"sourc" Topic: 389 Words: 0.199*"project" + 0.068*"file" + 0.046*"open" + 0.044*"buffer" + 0.042*"import" + 0.039*"window" + 0.034*"show" + 0.034*"stabl" + 0.034*"consid" + 0.032*"jetbrain" Topic: 390 Words: 0.360*"rout" + 0.056*"window" + 0.037*"much" + 0.035*"better" + 0.035*"mayb" + 0.034*"inspect" + 0.028*"featur" + 0.024*"editor" + 0.017*"like" + 0.017*"would" Topic: 391 Words: 0.260*"three" + 0.019*"valu" + 0.019*"selector" + 0.018*"assert" + 0.016*"build" + 0.016*"respons" + 0.016*"exampl" + 0.016*"none" + 0.015*"error" + 0.012*"messag" Topic: 392 Words: 0.065*"show" + 0.055*"also" + 0.054*"never" + 0.047*"error" + 0.023*"numpi" + 0.020*"remot" + 0.018*"event" + 0.017*"interpret" + 0.015*"name" + 0.014*"project" Topic: 393 Words: 0.195*"option" + 0.100*"java" + 0.029*"intellij" + 0.018*"impl" + 0.017*"jetbrain" + 0.015*"instal" + 0.015*"python" + 0.014*"activ" + 0.014*"type" + 0.013*"base" Topic: 394 Words: 0.144*"engin" + 0.051*"file" + 0.048*"allow" + 0.042*"https" + 0.038*"append" + 0.037*"surpris" + 0.036*"python" + 0.025*"setuptool" + 0.024*"code" + 0.020*"write" Topic: 395 Words: 0.101*"file" + 0.096*"importlib" + 0.073*"freez" + 0.072*"line" + 0.051*"python" + 0.031*"packag" + 0.025*"site" + 0.024*"project" + 0.021*"user" + 0.020*"home" Topic: 396 Words: 0.736*"registri" + 0.019*"test" + 0.016*"numpi" + 0.013*"build" + 0.013*"core" + 0.012*"regist" + 0.008*"file" + 0.006*"copi" + 0.005*"includ" + 0.005*"type" Topic: 397 Words: 0.111*"shoot" + 0.106*"pictur" + 0.086*"screen" + 0.053*"know" + 0.048*"analysi" + 0.040*"edit" + 0.018*"like" + 0.013*"code" + 0.012*"class" + 0.011*"file" Topic: 398 Words: 0.059*"even" + 0.052*"usual" + 0.045*"type" + 0.043*"dataclass" + 0.039*"result" + 0.038*"limit" + 0.036*"modul" + 0.028*"variabl" + 0.028*"method" + 0.027*"appear" Topic: 399 Words: 0.100*"work" + 0.068*"best" + 0.048*"send" + 0.046*"list" + 0.045*"packag" + 0.044*"complain" + 0.043*"kill" + 0.040*"seem" + 0.035*"add" + 0.028*"import" Topic: 400 Words: 0.051*"custom" + 0.046*"undefin" + 0.028*"python" + 0.028*"exampl" + 0.027*"behav" + 0.025*"return" + 0.022*"show" + 0.020*"write" + 0.018*"packag" + 0.018*"work" Topic: 401 Words: 0.102*"java" + 0.087*"deni" + 0.049*"intellij" + 0.025*"execut" + 0.024*"jetbrain" + 0.020*"instal" + 0.019*"lang" + 0.017*"process" + 0.016*"version" + 0.015*"numpi" Topic: 402 Words: 0.094*"setuptool" + 0.082*"https" + 0.055*"septemb" + 0.053*"file" + 0.053*"wakatim" + 0.053*"promot" + 0.051*"makefil" + 0.037*"link" + 0.028*"packag" + 0.026*"pypi" Topic: 403 Words: 0.060*"main" + 0.053*"idea" + 0.042*"return" + 0.042*"unittest" + 0.038*"pytest" + 0.037*"autodetect" + 0.036*"meanwhil" + 0.029*"server" + 0.029*"result" + 0.024*"python" Topic: 404 Words: 0.135*"tabl" + 0.121*"chang" + 0.096*"order" + 0.083*"result" + 0.064*"actual" + 0.050*"cannot" + 0.050*"prefer" + 0.042*"content" + 0.032*"expect" + 0.031*"reproduc" Topic: 405 Words: 0.123*"setuptool" + 0.112*"https" + 0.057*"simpl" + 0.053*"link" + 0.052*"pypi" + 0.048*"file" + 0.045*"packag" + 0.034*"skip" + 0.029*"sourc" + 0.025*"none" Topic: 406 Words: 0.102*"move" + 0.077*"respect" + 0.060*"caret" + 0.056*"usag" + 0.043*"visibl" + 0.042*"step" + 0.037*"editor" + 0.034*"attach" + 0.029*"ctrl" + 0.029*"code" Topic: 407 Words: 0.034*"build" + 0.032*"project" + 0.030*"total" + 0.027*"test" + 0.026*"numpi" + 0.025*"even" + 0.023*"fals" + 0.022*"jetbrain" + 0.022*"idl" + 0.022*"core" Topic: 408 Words: 0.216*"test" + 0.136*"unittest" + 0.082*"testcas" + 0.049*"runner" + 0.043*"self" + 0.038*"fail" + 0.038*"unit" + 0.028*"output" + 0.024*"result" + 0.019*"say" Topic: 409 Words: 0.111*"setuptool" + 0.064*"https" + 0.064*"file" + 0.043*"python" + 0.036*"pydev" + 0.036*"line" + 0.034*"pypi" + 0.033*"helper" + 0.031*"plugin" + 0.030*"jetbrain" Topic: 410 Words: 0.079*"tensor" + 0.044*"data" + 0.042*"numpi" + 0.039*"float" + 0.033*"https" + 0.030*"file" + 0.029*"setuptool" + 0.028*"save" + 0.028*"build" + 0.027*"type" Topic: 411 Words: 0.119*"open" + 0.079*"project" + 0.073*"result" + 0.045*"step" + 0.040*"attach" + 0.039*"reproduc" + 0.039*"window" + 0.037*"python" + 0.034*"expect" + 0.034*"editor" Topic: 412 Words: 0.070*"function" + 0.051*"place" + 0.043*"call" + 0.042*"python" + 0.038*"paramet" + 0.034*"line" + 0.032*"pretti" + 0.026*"plugin" + 0.024*"know" + 0.020*"expect" Topic: 413 Words: 0.099*"close" + 0.089*"bracket" + 0.087*"chang" + 0.074*"load" + 0.074*"back" + 0.037*"python" + 0.036*"want" + 0.030*"behaviour" + 0.030*"good" + 0.030*"becom" Topic: 414 Words: 0.030*"docker" + 0.022*"normal" + 0.019*"python" + 0.019*"text" + 0.018*"multilin" + 0.018*"instead" + 0.016*"plugin" + 0.014*"first" + 0.014*"print" + 0.014*"test" Topic: 415 Words: 0.047*"info" + 0.044*"screencast" + 0.041*"attach" + 0.033*"main" + 0.017*"python" + 0.017*"intellij" + 0.014*"index" + 0.013*"error" + 0.013*"file" + 0.012*"version" Topic: 416 Words: 0.107*"virtualenv" + 0.068*"project" + 0.042*"venv" + 0.038*"anoth" + 0.036*"break" + 0.031*"attach" + 0.029*"github" + 0.028*"highlight" + 0.026*"longer" + 0.025*"work" Topic: 417 Words: 0.257*"proxi" + 0.062*"error" + 0.024*"code" + 0.022*"packag" + 0.019*"instal" + 0.019*"user" + 0.018*"line" + 0.017*"cell" + 0.017*"editor" + 0.016*"number" Topic: 418 Words: 0.015*"editor" + 0.012*"ipynb" + 0.011*"support" + 0.011*"preview" + 0.009*"warn" + 0.007*"system" + 0.007*"show" + 0.007*"fail" + 0.007*"open" + 0.007*"librari" Topic: 419 Words: 0.094*"setuptool" + 0.076*"https" + 0.048*"file" + 0.042*"simpl" + 0.035*"pypi" + 0.031*"link" + 0.029*"packag" + 0.024*"skip" + 0.024*"sourc" + 0.019*"version" Topic: 420 Words: 0.111*"studio" + 0.077*"type" + 0.071*"expect" + 0.057*"result" + 0.051*"show" + 0.043*"would" + 0.042*"recogn" + 0.034*"actual" + 0.028*"code" + 0.014*"self" Topic: 421 Words: 0.044*"result" + 0.044*"python" + 0.034*"breakpoint" + 0.034*"notic" + 0.033*"sergey" + 0.033*"karpov" + 0.032*"file" + 0.032*"actual" + 0.025*"attach" + 0.022*"expect" Topic: 422 Words: 0.167*"numpi" + 0.099*"build" + 0.080*"core" + 0.059*"test" + 0.056*"copi" + 0.033*"includ" + 0.029*"wheel" + 0.024*"distutil" + 0.014*"random" + 0.014*"type" Topic: 423 Words: 0.164*"self" + 0.090*"class" + 0.041*"type" + 0.033*"iter" + 0.027*"port" + 0.025*"subclass" + 0.018*"host" + 0.018*"return" + 0.017*"ctrl" + 0.017*"debug" Topic: 424 Words: 0.139*"final" + 0.066*"bind" + 0.054*"warn" + 0.046*"type" + 0.029*"import" + 0.028*"class" + 0.026*"fulli" + 0.026*"definit" + 0.024*"paramet" + 0.017*"defin" Topic: 425 Words: 0.001*"tini" + 0.001*"total" + 0.001*"privat" + 0.001*"tabl" + 0.001*"ticket" + 0.001*"minut" + 0.001*"invokeandwait" + 0.001*"actionperform" + 0.001*"dump" + 0.001*"visibl" Topic: 426 Words: 0.121*"idea" + 0.078*"jetbrain" + 0.071*"appdata" + 0.063*"roam" + 0.059*"path" + 0.043*"user" + 0.042*"version" + 0.037*"window" + 0.035*"build" + 0.033*"plugin" Topic: 427 Words: 0.070*"setuptool" + 0.039*"https" + 0.034*"frame" + 0.029*"simpl" + 0.026*"link" + 0.025*"pypi" + 0.019*"point" + 0.018*"break" + 0.016*"sourc" + 0.016*"use" Topic: 428 Words: 0.143*"parent" + 0.140*"child" + 0.073*"python" + 0.048*"appreci" + 0.028*"insight" + 0.028*"argument" + 0.021*"thank" + 0.018*"standard" + 0.017*"code" + 0.017*"main" Topic: 429 Words: 0.040*"test" + 0.022*"creat" + 0.021*"file" + 0.021*"updat" + 0.017*"chang" + 0.017*"jetbrain" + 0.016*"docker" + 0.014*"python" + 0.013*"user" + 0.013*"data" Topic: 430 Words: 0.185*"setuptool" + 0.155*"https" + 0.077*"link" + 0.066*"pypi" + 0.065*"simpl" + 0.060*"file" + 0.058*"packag" + 0.036*"skip" + 0.034*"sourc" + 0.023*"none" Topic: 431 Words: 0.219*"numpi" + 0.091*"build" + 0.076*"core" + 0.059*"copi" + 0.057*"test" + 0.040*"wheel" + 0.032*"includ" + 0.027*"distutil" + 0.015*"random" + 0.015*"file" Topic: 432 Words: 0.051*"setuptool" + 0.050*"https" + 0.044*"packag" + 0.042*"file" + 0.041*"project" + 0.032*"line" + 0.023*"none" + 0.022*"simpl" + 0.021*"modul" + 0.020*"math" Topic: 433 Words: 0.049*"click" + 0.044*"queue" + 0.034*"time" + 0.032*"run" + 0.031*"build" + 0.027*"much" + 0.026*"show" + 0.021*"random" + 0.019*"check" + 0.019*"middl" Topic: 434 Words: 0.084*"poetri" + 0.081*"python" + 0.047*"task" + 0.047*"line" + 0.038*"plugin" + 0.037*"file" + 0.031*"test" + 0.026*"local" + 0.024*"asyncio" + 0.023*"futur" Topic: 435 Words: 0.105*"numpi" + 0.067*"build" + 0.038*"core" + 0.036*"copi" + 0.030*"librari" + 0.028*"test" + 0.024*"would" + 0.023*"python" + 0.021*"instal" + 0.020*"wheel" Topic: 436 Words: 0.091*"argument" + 0.085*"gutter" + 0.080*"icon" + 0.067*"imag" + 0.058*"obvious" + 0.053*"write" + 0.050*"empti" + 0.041*"start" + 0.031*"highlight" + 0.030*"confus" Topic: 437 Words: 0.122*"behavior" + 0.095*"huge" + 0.091*"deal" + 0.071*"actual" + 0.049*"rather" + 0.049*"much" + 0.049*"alon" + 0.048*"network" + 0.041*"seem" + 0.029*"less" Topic: 438 Words: 0.084*"numpi" + 0.066*"build" + 0.043*"python" + 0.032*"copi" + 0.031*"test" + 0.027*"core" + 0.025*"file" + 0.025*"wheel" + 0.020*"multiprocess" + 0.019*"includ" Topic: 439 Words: 0.028*"file" + 0.018*"generat" + 0.017*"expect" + 0.016*"result" + 0.016*"method" + 0.016*"jetbrain" + 0.016*"code" + 0.015*"python" + 0.014*"user" + 0.013*"step" Topic: 440 Words: 0.071*"consol" + 0.068*"type" + 0.048*"python" + 0.045*"isinst" + 0.029*"use" + 0.024*"instanc" + 0.023*"import" + 0.023*"imag" + 0.019*"cannot" + 0.016*"instanti" Topic: 441 Words: 0.326*"discov" + 0.120*"forev" + 0.057*"debugg" + 0.046*"java" + 0.028*"jetbrain" + 0.027*"session" + 0.017*"base" + 0.015*"python" + 0.014*"attach" + 0.014*"concurr" Topic: 442 Words: 0.117*"filter" + 0.113*"patch" + 0.076*"manag" + 0.076*"chain" + 0.054*"sqlalchemi" + 0.047*"mock" + 0.045*"queri" + 0.039*"dark" + 0.036*"noth" + 0.035*"import" Topic: 443 Words: 0.091*"setuptool" + 0.081*"https" + 0.059*"link" + 0.059*"file" + 0.058*"simpl" + 0.046*"pypi" + 0.041*"packag" + 0.035*"skip" + 0.025*"sourc" + 0.022*"idea" Topic: 444 Words: 0.029*"show" + 0.026*"https" + 0.023*"setuptool" + 0.016*"paramet" + 0.016*"imag" + 0.015*"rais" + 0.015*"second" + 0.014*"properti" + 0.013*"correct" + 0.013*"attach" Topic: 445 Words: 0.127*"java" + 0.043*"python" + 0.034*"intern" + 0.032*"stuff" + 0.032*"file" + 0.025*"jetbrain" + 0.024*"intellij" + 0.022*"project" + 0.020*"base" + 0.017*"openapi" Topic: 446 Words: 0.462*"attr" + 0.076*"belong" + 0.067*"self" + 0.033*"class" + 0.030*"init" + 0.028*"row" + 0.028*"align" + 0.026*"instanti" + 0.016*"window" + 0.015*"type" Topic: 447 Words: 0.112*"environ" + 0.056*"exist" + 0.053*"variabl" + 0.043*"alreadi" + 0.042*"correct" + 0.037*"add" + 0.030*"use" + 0.029*"click" + 0.026*"step" + 0.025*"result" Topic: 448 Words: 0.087*"line" + 0.077*"file" + 0.045*"number" + 0.030*"python" + 0.023*"main" + 0.023*"propos" + 0.021*"specifi" + 0.018*"jetbrain" + 0.017*"vector" + 0.016*"consol" Topic: 449 Words: 0.077*"print" + 0.060*"test" + 0.054*"item" + 0.051*"mypi" + 0.047*"warn" + 0.042*"self" + 0.039*"expect" + 0.037*"enum" + 0.035*"import" + 0.035*"valid" Topic: 450 Words: 0.132*"numpi" + 0.095*"build" + 0.061*"core" + 0.056*"test" + 0.042*"copi" + 0.039*"wheel" + 0.029*"includ" + 0.023*"setuptool" + 0.023*"https" + 0.021*"distutil" Topic: 451 Words: 0.060*"build" + 0.056*"profession" + 0.045*"version" + 0.042*"creat" + 0.041*"share" + 0.041*"runtim" + 0.041*"openjdk" + 0.036*"server" + 0.036*"edit" + 0.026*"generat" Topic: 452 Words: 0.190*"conda" + 0.145*"instal" + 0.087*"unit" + 0.084*"intend" + 0.070*"work" + 0.051*"packag" + 0.043*"environ" + 0.042*"code" + 0.035*"seem" + 0.032*"jetbrain" Topic: 453 Words: 0.164*"recognis" + 0.113*"inspect" + 0.030*"disabl" + 0.022*"interpret" + 0.019*"python" + 0.017*"jetbrain" + 0.015*"configur" + 0.014*"setuptool" + 0.013*"file" + 0.013*"need" Topic: 454 Words: 0.140*"java" + 0.088*"intellij" + 0.044*"util" + 0.038*"impl" + 0.023*"openapi" + 0.018*"base" + 0.017*"servic" + 0.015*"parent" + 0.014*"concurr" + 0.014*"class" Topic: 455 Words: 0.078*"numpi" + 0.029*"shell" + 0.029*"pars" + 0.028*"less" + 0.026*"better" + 0.022*"complex" + 0.017*"python" + 0.016*"test" + 0.015*"build" + 0.015*"printenv" Topic: 456 Words: 0.104*"script" + 0.076*"world" + 0.062*"hello" + 0.046*"small" + 0.045*"place" + 0.045*"python" + 0.043*"make" + 0.037*"print" + 0.030*"reproduc" + 0.028*"creat" Topic: 457 Words: 0.135*"setuptool" + 0.102*"https" + 0.072*"link" + 0.063*"file" + 0.059*"pypi" + 0.055*"simpl" + 0.045*"none" + 0.042*"skip" + 0.035*"packag" + 0.033*"sourc" Topic: 458 Words: 0.102*"self" + 0.065*"log" + 0.060*"forward" + 0.060*"map" + 0.060*"return" + 0.052*"give" + 0.029*"union" + 0.029*"simplifi" + 0.029*"type" + 0.029*"diagnost" Topic: 459 Words: 0.035*"window" + 0.027*"line" + 0.026*"tool" + 0.024*"user" + 0.023*"unittest" + 0.022*"python" + 0.021*"jetbrain" + 0.020*"file" + 0.016*"none" + 0.015*"desktop" Topic: 460 Words: 0.076*"thread" + 0.073*"breakpoint" + 0.047*"current" + 0.046*"time" + 0.045*"java" + 0.032*"generat" + 0.030*"sleep" + 0.029*"target" + 0.029*"applic" + 0.027*"build" Topic: 461 Words: 0.198*"manag" + 0.139*"command" + 0.104*"info" + 0.093*"creat" + 0.049*"queri" + 0.039*"linux" + 0.035*"exit" + 0.026*"file" + 0.017*"django" + 0.014*"code" Topic: 462 Words: 0.047*"extra" + 0.038*"python" + 0.030*"user" + 0.025*"test" + 0.022*"interpret" + 0.020*"path" + 0.020*"coverag" + 0.017*"run" + 0.015*"jetbrain" + 0.014*"venv" Topic: 463 Words: 0.155*"python" + 0.112*"https" + 0.081*"librari" + 0.077*"html" + 0.076*"doc" + 0.030*"github" + 0.024*"like" + 0.024*"document" + 0.018*"django" + 0.015*"type" Topic: 464 Words: 0.067*"setuptool" + 0.057*"https" + 0.040*"simpl" + 0.035*"type" + 0.032*"link" + 0.028*"bash" + 0.028*"packag" + 0.026*"file" + 0.024*"pypi" + 0.024*"skip" Topic: 465 Words: 0.173*"charact" + 0.091*"version_info" + 0.058*"collect" + 0.057*"input" + 0.052*"string" + 0.048*"first" + 0.045*"expect" + 0.038*"complet" + 0.037*"iter" + 0.031*"exist" Topic: 466 Words: 0.266*"fastapi" + 0.051*"file" + 0.046*"backend" + 0.030*"server" + 0.026*"python" + 0.022*"user" + 0.022*"avail" + 0.020*"line" + 0.018*"project" + 0.015*"import" Topic: 467 Words: 0.111*"stop" + 0.063*"button" + 0.060*"step" + 0.054*"show" + 0.050*"help" + 0.048*"debug" + 0.042*"breakpoint" + 0.041*"without" + 0.039*"program" + 0.037*"html" Topic: 468 Words: 0.078*"anaconda" + 0.072*"env" + 0.058*"webstorm" + 0.053*"user" + 0.036*"freez" + 0.036*"second" + 0.026*"miniconda" + 0.023*"time" + 0.023*"version" + 0.021*"background" Topic: 469 Words: 0.085*"attach" + 0.067*"screenshot" + 0.057*"pleas" + 0.056*"log" + 0.045*"help" + 0.041*"result" + 0.039*"sampl" + 0.038*"addit" + 0.036*"possibl" + 0.034*"screencast" Topic: 470 Words: 0.071*"type" + 0.048*"omit" + 0.036*"result" + 0.035*"valu" + 0.033*"expect" + 0.026*"annot" + 0.023*"autocomplet" + 0.023*"python" + 0.019*"pass" + 0.018*"return" Topic: 471 Words: 0.104*"numpi" + 0.048*"build" + 0.044*"core" + 0.032*"test" + 0.030*"copi" + 0.029*"wheel" + 0.025*"python" + 0.024*"includ" + 0.021*"user" + 0.016*"distutil" Topic: 472 Words: 0.132*"java" + 0.050*"intellij" + 0.043*"jinja" + 0.039*"impl" + 0.029*"numpi" + 0.023*"openapi" + 0.021*"lang" + 0.020*"util" + 0.019*"concurr" + 0.018*"templat" Topic: 473 Words: 0.083*"numpi" + 0.070*"build" + 0.065*"github" + 0.040*"test" + 0.030*"copi" + 0.029*"core" + 0.025*"https" + 0.022*"wheel" + 0.018*"django" + 0.016*"includ" Topic: 474 Words: 0.153*"indent" + 0.153*"wrong" + 0.129*"hang" + 0.129*"tooltip" + 0.094*"super" + 0.094*"auto" + 0.049*"user" + 0.044*"statement" + 0.031*"self" + 0.020*"return" Topic: 475 Words: 0.149*"anyway" + 0.030*"work" + 0.023*"interpret" + 0.023*"configur" + 0.020*"shortcut" + 0.019*"deploy" + 0.018*"would" + 0.018*"line" + 0.017*"jetbrain" + 0.016*"keymap" Topic: 476 Words: 0.058*"septemb" + 0.038*"result" + 0.034*"build" + 0.028*"actual" + 0.027*"jetbrain" + 0.027*"expect" + 0.023*"version" + 0.023*"server" + 0.018*"registri" + 0.018*"openjdk" Topic: 477 Words: 0.139*"comput" + 0.099*"hope" + 0.082*"yellow" + 0.076*"know" + 0.069*"jetbrain" + 0.057*"need" + 0.051*"enough" + 0.039*"screen" + 0.034*"chang" + 0.032*"confirm" Topic: 478 Words: 0.043*"conda" + 0.037*"termin" + 0.035*"environ" + 0.034*"command" + 0.034*"return" + 0.026*"config" + 0.026*"var" + 0.023*"problem" + 0.021*"consol" + 0.021*"list" Topic: 479 Words: 0.042*"python" + 0.021*"file" + 0.020*"framework" + 0.018*"conda" + 0.017*"debugg" + 0.015*"call" + 0.014*"home" + 0.014*"miniconda" + 0.013*"process" + 0.013*"line" Topic: 480 Words: 0.092*"howev" + 0.048*"corpor" + 0.048*"oracl" + 0.047*"linux" + 0.044*"seem" + 0.043*"screen" + 0.030*"attach" + 0.028*"test" + 0.027*"numpi" + 0.025*"function" Topic: 481 Words: 0.098*"help" + 0.079*"result" + 0.079*"termin" + 0.065*"workaround" + 0.064*"kill" + 0.060*"run" + 0.057*"process" + 0.050*"actual" + 0.046*"time" + 0.045*"stop" Topic: 482 Words: 0.107*"paramet" + 0.100*"valu" + 0.044*"result" + 0.043*"control" + 0.037*"select" + 0.032*"statement" + 0.029*"like" + 0.022*"step" + 0.021*"click" + 0.021*"follow" Topic: 483 Words: 0.051*"self" + 0.032*"target" + 0.025*"line" + 0.024*"tini" + 0.023*"class" + 0.020*"fals" + 0.020*"print" + 0.019*"type" + 0.018*"python" + 0.017*"file" Topic: 484 Words: 0.186*"compon" + 0.117*"recogn" + 0.088*"type" + 0.067*"meanmail" + 0.043*"dataclass" + 0.029*"build" + 0.026*"version" + 0.022*"core" + 0.020*"test" + 0.020*"class" Topic: 485 Words: 0.091*"postgr" + 0.048*"python" + 0.041*"network" + 0.035*"environ" + 0.035*"size" + 0.029*"version" + 0.018*"differ" + 0.018*"file" + 0.018*"poetri" + 0.015*"consol" Topic: 486 Words: 0.072*"app" + 0.049*"jetbrain" + 0.048*"helper" + 0.047*"miniconda" + 0.047*"python" + 0.046*"user" + 0.046*"address" + 0.029*"pydev" + 0.026*"errno" + 0.024*"toolbox" Topic: 487 Words: 0.085*"torch" + 0.041*"jump" + 0.036*"window" + 0.033*"jetbrain" + 0.027*"declar" + 0.027*"import" + 0.026*"function" + 0.023*"librari" + 0.020*"screen" + 0.020*"paramet" Topic: 488 Words: 0.085*"python" + 0.077*"graph" + 0.059*"output" + 0.048*"rang" + 0.042*"print" + 0.036*"cpython" + 0.031*"scratch" + 0.029*"code" + 0.024*"bunch" + 0.022*"stdlib" Topic: 489 Words: 0.049*"self" + 0.046*"jetbrain" + 0.035*"intellij" + 0.024*"plugin" + 0.021*"python" + 0.016*"server" + 0.016*"termin" + 0.015*"host" + 0.014*"process" + 0.014*"java" Topic: 490 Words: 0.052*"build" + 0.050*"numpi" + 0.035*"python" + 0.032*"interpret" + 0.032*"commit" + 0.029*"core" + 0.027*"test" + 0.024*"class" + 0.024*"properti" + 0.022*"copi" Topic: 491 Words: 0.086*"consol" + 0.043*"hide" + 0.031*"name" + 0.030*"python" + 0.029*"scheme" + 0.027*"welcom" + 0.027*"option" + 0.026*"noth" + 0.024*"run" + 0.024*"creat" Topic: 492 Words: 0.084*"setup" + 0.063*"menu" + 0.036*"python" + 0.034*"tool" + 0.031*"result" + 0.025*"screen" + 0.021*"avail" + 0.021*"test" + 0.020*"step" + 0.020*"deploy" Topic: 493 Words: 0.273*"java" + 0.073*"intellij" + 0.039*"desktop" + 0.031*"openapi" + 0.023*"impl" + 0.022*"jetbrain" + 0.019*"eventqueu" + 0.016*"compon" + 0.016*"plugin" + 0.015*"ideeventqueu" Topic: 494 Words: 0.382*"break" + 0.168*"properti" + 0.102*"self" + 0.074*"later" + 0.025*"error" + 0.020*"function" + 0.019*"access" + 0.013*"work" + 0.012*"code" + 0.011*"use" Topic: 495 Words: 0.159*"respons" + 0.152*"multipl" + 0.152*"enough" + 0.070*"python" + 0.048*"upgrad" + 0.017*"open" + 0.017*"result" + 0.012*"jetbrain" + 0.009*"java" + 0.009*"becom" Topic: 496 Words: 0.100*"string" + 0.094*"replac" + 0.061*"cursor" + 0.054*"variabl" + 0.051*"first" + 0.046*"import" + 0.041*"line" + 0.039*"python" + 0.035*"auto" + 0.031*"select" Topic: 497 Words: 0.160*"folder" + 0.143*"remot" + 0.064*"project" + 0.055*"request" + 0.022*"open" + 0.021*"imag" + 0.016*"add" + 0.016*"test" + 0.014*"work" + 0.013*"file" Topic: 498 Words: 0.129*"switch" + 0.096*"preview" + 0.092*"notebook" + 0.089*"anoth" + 0.053*"back" + 0.043*"linux" + 0.042*"generic" + 0.024*"jetbrain" + 0.017*"python" + 0.015*"reproduc" Topic: 499 Words: 0.090*"mayb" + 0.074*"relat" + 0.055*"code" + 0.052*"warn" + 0.048*"print" + 0.038*"class" + 0.036*"follow" + 0.030*"anoth" + 0.027*"depend" + 0.026*"unreach" Topic: 500 Words: 0.030*"file" + 0.024*"argument" + 0.020*"problem" + 0.018*"line" + 0.018*"screen" + 0.017*"report" + 0.015*"call" + 0.014*"python" + 0.013*"syntax" + 0.013*"shoot"
Проблемы с асинхронщиной, с типизацией тестами...
top2020_2, vis = summary_model.predict(dataset.get_summary_by_versions(("2020.2")))
/home/breengles/.pyenv/versions/3.8.11/envs/ml/lib/python3.8/site-packages/pyLDAvis/_prepare.py:246: FutureWarning: In a future version of pandas all arguments of DataFrame.drop except for the argument 'labels' will be keyword-only default_term_info = default_term_info.sort_values(
vis
Основные проблемы с запуском дебагера на удаленной машине, с докером, с импортами, с неправильным определением типов (?) и краши в консоли (?) и джанго (?)
Очередные проблемы с юпитер ноутбуками...
top2020_3, vis = summary_model.predict(dataset.get_summary_by_versions(("2020.3")))
/home/breengles/.pyenv/versions/3.8.11/envs/ml/lib/python3.8/site-packages/pyLDAvis/_prepare.py:246: FutureWarning: In a future version of pandas all arguments of DataFrame.drop except for the argument 'labels' will be keyword-only default_term_info = default_term_info.sort_values(
vis
А тут уже что-то другое: проблемы с брейкпоинтами и консолью, окном дебага (?) (пользователи не могут его куда-то прикрепить), что-то с типами опять (как было и в 2020.2 версии, но дополнительно появился какой-то другой аспект, видимо, мне сложно судить, так как не работал глубоко с пайчармом...), появились проблемы с конфигурацией интерпретатора питона
Оо, вылезли проблемы с джанго фреймворком...
def collect(top):
topics = []
for topic in top:
if not topic:
continue
probas = [x[1] for x in topic]
topics.append(topic[np.argmax(probas)][0])
return topics
topics_for_2020_2 = collect(top2020_2)
topics_for_2020_3 = collect(top2020_3)
fig = plt.figure(figsize=(12, 12))
plt.hist(topics_for_2020_2, bins=100, alpha=0.5, label="2020.2")
plt.hist(topics_for_2020_3, bins=100, alpha=0.5, label="2020.3")
plt.xlabel("Topic id")
plt.ylabel("Density")
plt.legend()
plt.show()
Видно, что сильно уменьшилось кол-во ошибок в больше, чем в половине случаев, а именно в 57 топиках из 100, один топик даже удалось полностью исправить Оо. Однако видно, что в остальных 43 случаях кол-во ишуй увеличилось, в некоторых случаях даже значительно. Вероятно, это связано с тем, что над этими задачами не работали и не исправляли и больше людей столкнулись с подобными проблемами.